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Trailing-Edge - PDP-10 Archives - decuslib20-05 - decus/20-0149/indica.pri
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"MODEL"  Y = C + N1055 * INDICATOR (1055, N, 1055) +
                 N1091 * INDICATOR (1.0910000000#+03, N, 1.0910000000#+03) +
                 N1105 * INDICATOR (1105, ROUND(N), 1105) +
                 N1136 * ( 1 - SIGN(ABS(ENTIER(N+.5)-1136)) ) +
      BED * X1 + TAS * X2 + PER * X3 + MED * X4 + FAC * X5 +
      BED2 * (X1*X1) + TAS2 * (X2*X2) + PER2 * (X3*X3) +
      MED2 * (X4*X4) + FAC2 * (X5*X5) +
      BEDTAS * (X1*X2) + BEDPER * (X1*X3) + BEDMED * (X1*X4) +
      BEDFAC * (X1*X5) + TASPER * (X2*X3) + TASMED * (X2*X4) +
      TASFAC * (X2*X5) + PERMED * (X3*X4) + PERFAC * (X3*X5) +
      MEDFAC * (X4*X5);






"INPUT"  P, Q, P * [ Y, X1, X2, X3, X4, X5, N ];






"OPTIONS"  PROCESS SUBMODELS(10,15),
           RESIDUAL ANALYSIS,
           TRANSFORMED DATA MATRIX,
           CORRELATION MATRIX;
Transformed data matrix  -  page  1
=======================

obs.no.      C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

     1          1.000       0.000       0.000       0.000       0.000       6.215       3.638       6.123      14.176       2.773
     2          1.000       0.000       0.000       0.000       0.000       5.823       3.367       5.635      13.138       2.197
     3          1.000       0.000       0.000       0.000       0.000       5.958       3.401       5.793      13.985       2.398
     4          1.000       0.000       0.000       0.000       0.000       6.282       3.555       6.140      14.769       2.565
     5          1.000       0.000       0.000       0.000       0.000       6.663       4.007       6.519      14.761       2.565
     6          1.000       0.000       0.000       0.000       0.000       5.886       3.784       5.749      13.196       2.079
     7          1.000       0.000       0.000       0.000       0.000       6.151       3.555       5.905      14.108       2.485
     8          1.000       0.000       0.000       0.000       0.000       5.883       3.466       5.700      13.862       2.398
     9          1.000       0.000       0.000       0.000       0.000       5.333       2.833       5.242      13.422       1.609
    10          1.000       0.000       0.000       0.000       0.000       5.337       2.708       5.081      13.022       1.609

    11          1.000       0.000       0.000       0.000       0.000       4.905       2.833       4.820      12.649       1.609
    12          1.000       0.000       0.000       0.000       0.000       5.565       3.091       5.602      13.615       2.398
    13          1.000       0.000       0.000       0.000       0.000       5.886       3.178       5.509      13.096       2.079
    14          1.000       0.000       0.000       0.000       0.000       5.635       3.497       5.609      13.444       1.946
    15          1.000       0.000       0.000       0.000       0.000       4.927       2.833       4.691      13.698       1.946
    16          1.000       0.000       0.000       0.000       0.000       6.011       3.401       5.580      14.199       2.485
    17          1.000       0.000       0.000       0.000       0.000       5.598       3.497       5.288      13.957       2.398
    18          1.000       0.000       0.000       0.000       0.000       5.204       3.091       4.984      13.411       0.000
    19          1.000       0.000       0.000       0.000       0.000       5.762       3.761       5.930      13.545       2.303
    20          1.000       1.000       0.000       0.000       0.000       5.846       3.258       5.617      13.941       1.946

    21          1.000       0.000       0.000       0.000       0.000       5.425       2.890       5.193      12.965       1.386
    22          1.000       0.000       0.000       0.000       0.000       4.977       2.485       4.543      12.727       0.693
    23          1.000       0.000       0.000       0.000       0.000       6.353       3.664       6.047      14.538       2.639
    24          1.000       0.000       0.000       0.000       0.000       5.704       3.526       5.323      13.462       2.197
    25          1.000       0.000       0.000       0.000       0.000       6.427       3.829       6.506      15.109       2.773
    26          1.000       0.000       0.000       0.000       0.000       5.900       3.526       5.951      14.369       1.946
    27          1.000       0.000       0.000       0.000       0.000       6.392       3.611       6.625      14.988       2.773
    28          1.000       0.000       0.000       0.000       0.000       5.011       2.890       4.727      12.518       0.000
    29          1.000       0.000       0.000       0.000       0.000       4.736       2.303       4.290      11.669       0.000
    30          1.000       0.000       0.000       0.000       0.000       6.246       3.583       6.349      14.579       2.565

    31          1.000       0.000       0.000       0.000       0.000       6.324       3.871       6.240      14.409       2.833
    32          1.000       0.000       0.000       0.000       0.000       6.080       3.583       6.026      14.243       2.639
    33          1.000       0.000       0.000       0.000       0.000       5.366       3.258       5.056      13.117       1.386
    34          1.000       0.000       0.000       0.000       0.000       5.136       2.944       4.779      12.683       1.386
    35          1.000       0.000       0.000       0.000       0.000       5.690       2.996       5.429      13.380       1.946
    36          1.000       0.000       0.000       0.000       0.000       5.602       2.944       5.247      13.126       2.197
    37          1.000       0.000       0.000       0.000       0.000       5.361       2.996       4.868      13.287       0.693
    38          1.000       0.000       0.000       0.000       0.000       6.525       3.555       6.288      14.982       2.708
    39          1.000       0.000       0.000       0.000       0.000       5.313       3.091       4.890      13.014       1.609
    40          1.000       0.000       0.000       0.000       0.000       5.908       3.526       5.835      14.301       2.197

    41          1.000       0.000       0.000       0.000       0.000       6.045       4.043       6.006      14.036       2.485
    42          1.000       0.000       1.000       0.000       0.000       6.215       4.263       6.014      14.497       2.565
    43          1.000       0.000       0.000       0.000       0.000       5.666       3.466       5.591      14.026       2.303
    44          1.000       0.000       0.000       0.000       0.000       5.883       3.526       5.864      14.214       2.197
    45          1.000       0.000       0.000       0.000       0.000       4.625       2.485       4.477      12.917       1.386
    46          1.000       0.000       0.000       0.000       0.000       5.481       2.833       5.170      13.380       2.079
    47          1.000       0.000       0.000       0.000       0.000       6.849       4.190       6.753      15.173       2.944
    48          1.000       0.000       0.000       1.000       0.000       5.298       2.773       5.056      11.914       1.386
    49          1.000       0.000       0.000       0.000       0.000       5.242       2.890       4.898      12.485       1.609
    50          1.000       0.000       0.000       0.000       0.000       5.981       3.332       5.710      13.804       2.565
Transformed data matrix  -  page  2
=======================

obs.no.      C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

    51          1.000       0.000       0.000       0.000       0.000       5.838       3.332       5.557      13.235       2.079
    52          1.000       0.000       0.000       0.000       0.000       5.784       3.091       5.631      13.373       2.197
    53          1.000       0.000       0.000       0.000       0.000       5.843       3.091       5.617      13.703       2.197
    54          1.000       0.000       0.000       0.000       0.000       5.784       3.583       5.572      13.641       1.792
    55          1.000       0.000       0.000       0.000       0.000       5.727       3.784       5.753      14.174       2.485
    56          1.000       0.000       0.000       0.000       0.000       5.545       3.219       5.451      13.045       2.485
    57          1.000       0.000       0.000       0.000       0.000       5.858       3.258       5.525      13.467       2.485
    58          1.000       0.000       0.000       0.000       0.000       6.236       3.367       6.009      14.037       2.079
    59          1.000       0.000       0.000       0.000       0.000       5.808       3.367       5.628      13.794       1.946
    60          1.000       0.000       0.000       0.000       0.000       5.897       3.497       5.684      13.832       2.079

    61          1.000       0.000       0.000       0.000       0.000       6.685       3.807       6.582      14.834       2.944
    62          1.000       0.000       0.000       0.000       0.000       5.434       3.044       5.509      14.670       2.197
    63          1.000       0.000       0.000       0.000       0.000       5.398       2.996       5.153      12.891       2.079
    64          1.000       0.000       0.000       0.000       0.000       5.298       3.434       5.004      12.965       1.386
    65          1.000       0.000       0.000       0.000       1.000       6.653       3.784       6.571      14.627       2.773
    66          1.000       0.000       0.000       0.000       0.000       5.451       2.773       5.298      12.615       1.946
    67          1.000       0.000       0.000       0.000       0.000       5.421       2.565       5.063      12.817       1.946
    68          1.000       0.000       0.000       0.000       0.000       5.624       2.996       5.429      13.287       1.792
    69          1.000       0.000       0.000       0.000       0.000       4.718       2.398       4.407      11.903       0.000
    70          1.000       0.000       0.000       0.000       0.000       5.037       2.565       4.331      12.361       0.000

    71          1.000       0.000       0.000       0.000       0.000       4.977       2.833       4.736      12.358       1.609
    72          1.000       0.000       0.000       0.000       0.000       5.056       2.398       4.754      12.835       0.693
    73          1.000       0.000       0.000       0.000       0.000       6.242       3.367       5.999      14.289       2.565
    74          1.000       0.000       0.000       0.000       0.000       5.953       3.091       5.778      13.562       2.485
    75          1.000       0.000       0.000       0.000       0.000       5.900       3.555       5.656      13.742       2.485
    76          1.000       0.000       0.000       0.000       0.000       6.363       3.466       6.125      14.654       2.639
    77          1.000       0.000       0.000       0.000       0.000       5.984       3.258       5.940      14.223       2.197
    78          1.000       0.000       0.000       0.000       0.000       5.749       2.996       5.704      13.881       1.099
    79          1.000       0.000       0.000       0.000       0.000       5.799       3.091       5.398      14.126       2.079
    80          1.000       0.000       0.000       0.000       0.000       5.730       3.135       5.293      13.799       2.079

    81          1.000       0.000       0.000       0.000       0.000       6.548       3.761       6.435      14.638       2.833
    82          1.000       0.000       0.000       0.000       0.000       4.883       2.485       4.143      12.621       0.000
    83          1.000       0.000       0.000       0.000       0.000       5.371       2.944       4.844      13.182       1.609
    84          1.000       0.000       0.000       0.000       0.000       5.746       2.890       5.533      13.817       2.197
    85          1.000       0.000       0.000       0.000       0.000       5.568       2.996       5.231      13.248       1.946
    86          1.000       0.000       0.000       0.000       0.000       6.635       3.871       6.681      15.671       2.890
    87          1.000       0.000       0.000       0.000       0.000       5.945       3.135       5.924      15.215       2.197
    88          1.000       0.000       0.000       0.000       0.000       6.489       4.357       6.554      15.474       2.833
    89          1.000       0.000       0.000       0.000       0.000       6.418       4.043       6.333      14.161       2.485
    90          1.000       0.000       0.000       0.000       0.000       5.598       3.466       5.451      13.675       1.386

    91          1.000       0.000       0.000       0.000       0.000       5.011       2.639       4.635      12.712       1.386
    92          1.000       0.000       0.000       0.000       0.000       5.771       3.178       5.464      13.079       1.792
    93          1.000       0.000       0.000       0.000       0.000       6.310       3.611       6.176      14.551       2.485
    94          1.000       0.000       0.000       0.000       0.000       5.572       2.890       5.130      13.346       1.609
    95          1.000       0.000       0.000       0.000       0.000       5.971       3.434       5.727      13.996       2.303
    96          1.000       0.000       0.000       0.000       0.000       5.252       2.890       5.081      13.087       0.693
    97          1.000       0.000       0.000       0.000       0.000       5.094       2.773       4.868      13.061       1.792
    98          1.000       0.000       0.000       0.000       0.000       5.883       2.833       5.576      13.876       2.197
    99          1.000       0.000       0.000       0.000       0.000       5.481       2.773       5.278      13.833       1.609
   100          1.000       0.000       0.000       0.000       0.000       4.804       2.639       4.700      12.588       0.693
Transformed data matrix  -  page  3
=======================

obs.no.      C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

   101          1.000       0.000       0.000       0.000       0.000       4.779       2.773       4.304      11.816       1.099
   102          1.000       0.000       0.000       0.000       0.000       5.537       3.044       5.303      13.277       1.609
   103          1.000       0.000       0.000       0.000       0.000       5.557       3.332       5.159      13.564       1.609
   104          1.000       0.000       0.000       0.000       0.000       5.838       3.044       5.497      13.863       2.197
   105          1.000       0.000       0.000       0.000       0.000       6.064       3.807       6.089      14.627       2.639
   106          1.000       0.000       0.000       0.000       0.000       5.226       2.773       5.024      13.488       2.079
   107          1.000       0.000       0.000       0.000       0.000       6.153       3.497       6.045      14.368       2.565
Transformed data matrix  -  page  4
=======================

obs.no.      BED2        TAS2        PER2        MED2        FAC2        BEDTAS      BEDPER      BEDMED      BEDFAC      TASPER

     1         38.621      13.232      37.485     200.952       7.687      22.606      38.049      88.097      17.231      22.271
     2         33.907      11.339      31.751     172.607       4.828      19.608      32.811      76.503      12.794      18.974
     3         35.503      11.568      33.559     195.577       5.750      20.266      34.517      83.328      14.288      19.703
     4         39.467      12.640      37.698     218.127       6.579      22.335      38.573      92.784      16.113      21.829
     5         44.397      16.058      42.499     217.877       6.579      26.701      43.438      98.352      17.090      26.124
     6         34.646      14.320      33.056     174.141       4.324      22.274      33.842      77.675      12.240      21.757
     7         37.830      12.640      34.873     199.037       6.175      21.867      36.322      86.773      15.284      20.995
     8         34.613      12.011      32.495     192.144       5.750      20.390      33.537      81.552      14.108      19.756
     9         28.438       8.027      27.476     180.143       2.590      15.109      27.953      71.574       8.582      14.851
    10         28.489       7.334      25.821     169.578       2.590      14.454      27.122      69.506       8.590      13.761

    11         24.062       8.027      23.235     159.988       2.590      13.898      23.645      62.045       7.895      13.657
    12         30.964       9.554      31.384     185.360       5.750      17.200      31.173      75.759      13.343      17.316
    13         34.646      10.100      30.353     171.499       4.324      18.707      32.429      77.083      12.240      17.509
    14         31.751      12.226      31.466     180.753       3.787      19.702      31.608      75.757      10.965      19.614
    15         24.278       8.027      22.009     187.622       3.787      13.960      23.116      67.492       9.588      13.291
    16         36.136      11.568      31.133     201.604       6.175      20.446      33.541      85.353      14.937      18.978
    17         31.342      12.226      27.966     194.785       5.750      19.575      29.606      78.134      13.424      18.490
    18         27.082       9.554      24.836     179.859       0.000      16.086      25.935      69.792       0.000      15.404
    19         33.202      14.147      35.160     183.468       5.302      21.672      34.167      78.048      13.268      22.302
    20         34.180      10.615      31.548     194.341       3.787      19.048      32.838      81.502      11.377      18.300

    21         29.431       8.354      26.967     168.084       1.922      15.680      28.172      70.334       7.521      15.010
    22         24.768       6.175      20.642     161.979       0.480      12.367      22.611      63.339       3.449      11.290
    23         40.356      13.422      36.571     211.358       6.965      23.273      38.417      92.355      16.765      22.155
    24         32.533      12.435      28.335     181.238       4.828      20.114      30.361      76.787      12.532      18.771
    25         41.300      14.658      42.325     228.285       7.687      24.604      41.809      97.099      17.818      24.908
    26         34.809      12.435      35.410     206.474       3.787      20.805      35.108      84.777      11.481      20.984
    27         40.856      13.039      43.896     224.650       7.687      23.081      42.349      95.804      17.722      23.924
    28         25.106       8.354      22.348     156.711       0.000      14.483      23.687      62.725       0.000      13.664
    29         22.432       5.302      18.408     136.164       0.000      10.906      20.321      55.266       0.000       9.879
    30         39.014      12.841      40.312     212.560       6.579      22.383      39.657      91.065      16.021      22.752

    31         39.998      14.986      38.941     207.629       8.027      24.483      39.466      91.130      17.918      24.157
    32         36.965      12.841      36.311     202.869       6.965      21.787      36.637      86.597      16.045      21.594
    33         28.794      10.615      25.566     172.067       1.922      17.483      27.132      70.388       7.439      16.474
    34         26.376       8.669      22.840     160.850       1.922      15.122      24.545      65.136       7.120      14.072
    35         32.381       8.974      29.478     179.012       3.787      17.047      30.895      76.135      11.073      16.265
    36         31.384       8.669      27.531     172.297       4.828      16.495      29.394      73.534      12.309      15.449
    37         28.744       8.974      23.693     176.549       0.480      16.061      26.096      71.236       3.716      14.582
    38         42.576      12.640      39.537     224.466       7.334      23.198      41.028      97.759      17.670      22.355
    39         28.230       9.554      23.915     169.375       2.590      16.423      25.983      69.148       8.551      15.116
    40         34.906      12.435      34.045     204.505       4.828      20.834      34.473      84.489      12.981      20.576

    41         36.542      16.347      36.076     197.018       6.175      24.441      36.308      84.849      15.021      24.284
    42         38.621      18.171      36.165     210.168       6.579      26.491      37.373      90.094      15.940      25.635
    43         32.108      12.011      31.259     196.720       5.302      19.638      31.681      79.475      13.047      19.377
    44         34.613      12.435      34.382     202.026       4.828      20.747      34.498      83.623      12.927      20.678
    45         21.391       6.175      20.047     166.849       1.922      11.493      20.708      59.741       6.412      11.126
    46         30.037       8.027      26.734     179.023       4.324      15.528      28.337      73.330      11.396      14.649
    47         46.910      17.554      45.609     230.234       8.669      28.696      46.255     103.925      20.166      28.295
    48         28.072       7.687      25.566     141.940       1.922      14.690      26.789      63.123       7.345      14.019
    49         27.475       8.354      23.989     155.875       2.590      15.151      25.673      65.443       8.436      14.157
    50         35.777      11.104      32.609     190.554       6.579      19.931      34.156      82.568      15.342      19.028
Transformed data matrix  -  page  5
=======================

obs.no.      BED2        TAS2        PER2        MED2        FAC2        BEDTAS      BEDPER      BEDMED      BEDFAC      TASPER

    51         34.079      11.104      30.878     175.154       4.324      19.452      32.439      77.259      12.139      18.516
    52         33.452       9.554      31.711     178.828       4.828      17.878      32.570      77.345      12.708      17.406
    53         34.146       9.554      31.548     187.769       4.828      18.062      32.822      80.073      12.839      17.361
    54         33.452      12.841      31.049     186.083       3.211      20.726      32.228      78.898      10.363      19.968
    55         32.796      14.320      33.092     200.910       6.175      21.671      32.944      81.173      14.231      21.769
    56         30.749      10.361      29.714     170.176       6.175      17.849      30.227      72.338      13.779      17.546
    57         34.315      10.615      30.531     181.355       6.175      19.086      32.368      78.887      14.556      18.003
    58         38.893      11.339      36.106     197.040       4.324      21.000      37.473      87.541      12.968      20.234
    59         33.734      11.339      31.670     190.275       3.787      19.558      32.686      80.117      11.302      18.950
    60         34.777      12.226      32.303     191.333       4.324      20.620      33.517      81.572      12.263      19.873

    61         44.684      14.491      43.323     220.053       8.669      25.446      43.998      99.161      19.682      25.056
    62         29.525       9.269      30.353     215.210       4.828      16.543      29.936      79.713      11.939      16.773
    63         29.141       8.974      26.556     166.184       4.324      16.171      27.818      69.590      11.225      15.438
    64         28.072      11.792      25.039     168.104       1.922      18.194      26.512      68.695       7.345      17.184
    65         44.261      14.320      43.177     213.956       7.687      25.176      43.716      97.314      18.446      24.866
    66         29.713       7.687      28.072     159.136       3.787      15.113      28.881      68.764      10.607      14.690
    67         29.382       6.579      25.630     164.280       3.787      13.903      27.442      69.475      10.548      12.985
    68         31.629       8.974      29.478     176.541       3.211      16.848      30.535      74.725      10.077      16.265
    69         22.264       5.750      19.419     141.672       0.000      11.314      20.793      56.162       0.000      10.567
    70         25.371       6.579      18.755     152.792       0.000      12.919      21.814      62.262       0.000      11.108

    71         24.768       8.027      22.432     152.731       2.590      14.100      23.571      61.504       8.010      13.419
    72         25.565       5.750      22.596     164.747       0.480      12.124      24.035      64.898       3.504      11.399
    73         38.965      11.339      35.988     204.170       6.579      21.019      37.447      89.194      16.011      20.200
    74         35.441       9.554      33.381     183.921       6.175      18.401      34.395      80.736      14.793      17.859
    75         34.809      12.640      31.990     188.830       6.175      20.976      33.370      81.074      14.661      20.109
    76         40.488      12.011      37.512     214.736       6.965      22.052      38.971      93.243      16.793      21.226
    77         35.807      10.615      35.285     202.281       4.828      19.496      35.545      85.106      13.148      19.354
    78         33.056       8.974      32.533     192.681       1.207      17.223      32.793      79.807       6.316      17.087
    79         33.630       9.554      29.140     199.540       4.324      17.925      31.305      81.917      12.059      16.686
    80         32.834       9.831      28.019     190.418       4.324      17.967      30.331      79.071      11.915      16.597

    81         42.879      14.147      41.403     214.268       8.027      24.629      42.135      95.852      18.552      24.202
    82         23.842       6.175      17.165     159.281       0.000      12.133      20.230      61.624       0.000      10.295
    83         28.843       8.669      23.466     173.754       2.590      15.813      26.016      70.793       8.643      14.263
    84         33.019       8.354      30.618     190.916       4.828      16.609      31.796      79.397      12.626      15.994
    85         31.006       8.974      27.365     175.519       3.787      16.681      29.129      73.771      10.835      15.671
    86         44.018      14.986      44.634     245.590       8.354      25.684      44.325     103.973      19.177      25.863
    87         35.348       9.831      35.097     231.486       4.828      18.642      35.222      90.457      13.063      18.576
    88         42.110      18.981      42.954     239.452       8.027      28.271      42.530     100.415      18.385      28.553
    89         41.196      16.347      40.111     200.530       6.175      25.950      40.650      90.890      15.949      25.606
    90         31.342      12.011      29.714     187.010       1.922      19.402      30.517      76.559       7.761      18.892

    91         25.106       6.965      21.480     161.602       1.922      13.223      23.223      63.696       6.946      12.231
    92         33.309      10.100      29.853     171.058       3.211      18.342      31.534      75.484      10.341      17.365
    93         39.815      13.039      38.141     211.733       6.175      22.784      38.969      91.816      15.679      22.300
    94         31.049       8.354      26.315     178.119       2.590      16.106      28.585      74.367       8.968      14.827
    95         35.656      11.792      32.797     195.878       5.302      20.505      34.197      83.572      13.750      19.666
    96         27.587       8.354      25.821     171.265       0.480      15.181      26.689      68.736       3.640      14.687
    97         25.947       7.687      23.693     170.600       3.211      14.123      24.794      66.532       9.127      13.496
    98         34.613       8.027      31.091     192.554       4.828      16.669      32.805      81.639      12.927      15.798
    99         30.037       7.687      27.859     191.339       2.590      15.196      28.927      75.811       8.820      14.634
   100         23.078       6.965      22.094     158.450       0.480      12.678      22.581      60.471       3.330      12.405
Transformed data matrix  -  page  6
=======================

obs.no.      BED2        TAS2        PER2        MED2        FAC2        BEDTAS      BEDPER      BEDMED      BEDFAC      TASPER

   101         22.840       7.687      18.525     139.615       1.207      13.251      20.570      56.469       5.250      11.933
   102         30.662       9.269      28.125     176.281       2.590      16.858      29.366      73.519       8.912      16.146
   103         30.878      11.104      26.616     183.988       2.590      18.516      28.668      75.374       8.943      17.191
   104         34.079       9.269      30.219     192.190       4.828      17.773      32.091      80.930      12.827      16.736
   105         36.770      14.491      37.076     213.945       6.965      23.083      36.923      88.694      16.003      23.179
   106         27.308       7.687      25.240     181.938       4.324      14.489      26.253      70.486      10.866      13.929
   107         37.856      12.226      36.542     206.432       6.579      21.513      37.193      88.400      15.781      21.136
Transformed data matrix  -  page  7
=======================

obs.no.      TASMED      TASFAC      PERMED      PERFAC      MEDFAC      dep.var.

     1         51.566      10.086      86.791      16.975      39.304      16.405
     2         44.240       7.399      74.030      12.381      28.867      15.980
     3         47.565       8.156      81.015      13.891      33.534      16.158
     4         52.509       9.119      90.681      15.748      37.881      16.520
     5         59.150      10.278      96.227      16.721      37.860      16.792
     6         49.937       7.869      75.871      11.955      27.440      16.107
     7         50.158       8.835      83.313      14.674      35.057      16.320
     8         48.040       8.310      79.017      13.669      33.239      15.560
     9         38.026       4.560      70.353       8.436      21.601      16.009
    10         35.265       4.358      66.171       8.178      20.958      15.586

    11         35.836       4.560      60.970       7.758      20.357      14.945
    12         42.083       7.412      76.271      13.433      32.647      15.814
    13         41.620       6.609      72.149      11.456      27.231      16.062
    14         47.009       6.804      75.416      10.915      26.162      15.812
    15         38.808       5.513      64.260       9.129      26.654      15.039
    16         48.293       8.452      79.225      13.865      35.282      16.188
    17         48.799       8.384      73.806      12.681      33.466      15.820
    18         41.454       0.000      66.836       0.000       0.000      15.417
    19         50.946       8.661      80.317      13.653      31.189      16.118
    20         45.420       6.340      78.301      10.930      27.127      18.372

    21         37.473       4.007      67.325       7.199      17.973      15.612
    22         31.626       1.722      57.823       3.149       8.821      15.078
    23         53.262       9.669      87.918      15.960      38.368      16.512
    24         47.474       7.748      71.661      11.696      29.580      15.781
    25         57.847      10.615      98.297      18.038      41.891      16.665
    26         50.672       6.862      85.506      11.579      27.961      16.083
    27         54.121      10.012      99.304      18.370      41.557      16.596
    28         36.183       0.000      59.179       0.000       0.000      15.219
    29         26.869       0.000      50.065       0.000       0.000      14.937
    30         52.245       9.191      92.567      16.285      37.395      16.453

    31         55.781      10.968      89.918      17.680      40.825      16.491
    32         51.040       9.457      85.828      15.903      37.589      16.269
    33         42.738       4.517      66.325       7.009      18.185      15.583
    34         37.343       4.082      60.612       6.625      17.582      15.372
    35         40.081       5.829      72.642      10.565      26.035      15.850
    36         38.649       6.469      68.873      11.529      28.841      15.753
    37         39.804       2.076      64.676       3.374       9.209      15.559
    38         53.266       9.628      94.205      17.028      40.573      16.704
    39         40.228       4.975      63.645       7.870      20.945      15.411
    40         50.429       7.748      83.441      12.820      31.421      16.133

    41         56.750      10.047      84.307      14.925      34.879      16.248
    42         61.797      10.933      87.182      15.425      37.184      14.181
    43         48.609       7.980      78.417      12.874      32.296      15.832
    44         50.123       7.748      83.343      12.884      31.230      16.112
    45         32.097       3.445      57.834       6.207      17.907      14.714
    46         37.908       5.891      69.181      10.751      27.822      15.644
    47         63.572      12.336     102.473      19.885      44.677      17.092
    48         33.032       3.844      60.239       7.009      16.516      17.500
    49         36.087       4.652      61.149       7.883      20.093      15.224
    50         45.998       8.547      78.828      14.647      35.406      16.193
Transformed data matrix  -  page  8
=======================

obs.no.      TASMED      TASFAC      PERMED      PERFAC      MEDFAC      dep.var.

    51         44.100       6.929      73.542      11.555      27.520      15.914
    52         41.335       6.792      75.304      12.373      29.382      15.939
    53         42.356       6.792      76.966      12.341      30.108      16.027
    54         48.883       6.421      76.011       9.984      24.442      15.956
    55         53.638       9.403      81.539      14.295      35.222      15.862
    56         41.991       7.999      71.110      13.545      32.416      15.861
    57         43.876       8.096      74.411      13.730      33.464      16.129
    58         47.267       7.002      84.346      12.495      29.189      16.437
    59         46.449       6.552      77.628      10.951      26.842      15.998
    60         48.365       7.271      78.617      11.818      28.763      16.059

    61         56.469      11.208      97.639      19.380      43.678      16.846
    62         44.663       6.689      80.822      12.105      32.233      15.626
    63         38.618       6.229      66.432      10.716      26.806      15.627
    64         44.523       4.761      64.878       6.937      17.974      15.392
    65         55.352      10.492      96.114      18.218      40.555      15.339
    66         34.976       5.395      66.838      10.310      24.547      15.597
    67         32.875       4.991      64.888       9.851      24.941      15.581
    68         39.804       5.368      72.139       9.728      23.807      15.845
    69         28.541       0.000      52.451       0.000       0.000      14.848
    70         31.705       0.000      53.532       0.000       0.000      15.172

    71         35.014       4.560      58.532       7.622      19.890      15.164
    72         30.778       1.662      61.014       3.295       8.896      15.256
    73         48.115       8.637      85.718      15.387      36.649      16.444
    74         41.919       7.681      78.355      14.357      33.700      16.170
    75         48.855       8.835      77.722      14.054      34.146      16.062
    76         50.786       9.146      89.750      16.164      38.673      16.569
    77         46.338       7.159      84.484      13.052      31.250      16.263
    78         41.583       3.291      79.174       6.266      15.250      15.916
    79         43.663       6.427      76.254      11.225      29.373      15.978
    80         43.267       6.520      73.043      11.007      28.694      16.703

    81         55.056      10.656      94.188      18.230      41.472      16.812
    82         31.361       0.000      52.289       0.000       0.000      14.886
    83         38.812       4.739      63.854       7.796      21.214      15.531
    84         39.937       6.351      76.456      12.158      30.359      15.959
    85         39.688       5.829      69.304      10.179      25.780      15.718
    86         60.667      11.189     104.698      19.310      45.296      16.863
    87         47.706       6.889      90.136      13.017      33.430      16.098
    88         67.417      12.343     101.417      18.569      43.842      16.677
    89         57.254      10.047      89.685      15.738      35.188      16.596
    90         47.394       4.804      74.544       7.557      18.958      15.846

    91         33.549       3.659      58.918       6.425      17.623      15.131
    92         41.566       5.695      71.461       9.790      23.435      16.023
    93         52.542       8.973      89.865      15.346      36.158      16.513
    94         38.576       4.652      68.464       8.256      21.479      15.667
    95         48.061       7.907      80.151      13.187      32.226      16.123
    96         37.826       2.003      66.499       3.522       9.070      15.474
    97         36.214       4.968      63.576       8.722      23.403      15.262
    98         39.315       6.225      77.374      12.251      30.489      16.130
    99         38.352       4.462      73.010       8.495      22.262      15.768
   100         33.220       1.829      59.168       3.258       8.725      14.999
Transformed data matrix  -  page  9
=======================

obs.no.      TASMED      TASFAC      PERMED      PERFAC      MEDFAC      dep.var.

   101         32.761       3.046      50.857       4.728      12.981      14.913
   102         40.422       4.900      70.412       8.535      21.368      15.691
   103         45.199       5.363      69.979       8.303      21.830      15.812
   104         42.207       6.689      76.209      12.078      30.460      15.918
   105         55.680      10.046      89.064      16.070      38.602      16.344
   106         37.398       5.765      67.764      10.447      28.048      15.374
   107         50.237       8.968      86.853      15.505      36.852      16.307
Control information
===================

transformed variable
denoted by parameter          mean           standard deviation                minimum                  maximum

 C                          1.000000                 0.000000                 1.000000                 1.000000
 N1055                      0.009346                 0.096674                 0.000000                 1.000000
 N1091                      0.009346                 0.096674                 0.000000                 1.000000
 N1105                      0.009346                 0.096674                 0.000000                 1.000000
 N1136                      0.009346                 0.096674                 0.000000                 1.000000
 BED                        5.718973                 0.499388                 4.625000                 6.849100
 TAS                        3.239721                 0.440309                 2.302600                 4.356700
 PER                        5.510410                 0.595479                 4.143105                 6.753433
 MED                       13.658696                 0.817116                11.668931                15.671299
 FAC                        1.957297                 0.714438                 0.000000                 2.944400
 BED2                      32.953708                 5.708891                21.390625                46.910171
 TAS2                      10.687850                 2.892626                 5.301967                18.980835
 PER2                      30.715903                 6.553950                17.165318                45.608854
 MED2                     187.221413                22.332877               136.163941               245.589598
 FAC2                       4.336663                 2.285606                 0.000000                 8.669491
 BEDTAS                    18.712693                 3.990144                10.905574                28.695674
 BEDPER                    31.799401                 6.107885                20.229952                46.254936
 BEDMED                    78.464702                11.131568                55.266389               103.972797
 BEDFAC                    11.484572                 4.751404                 0.000000                20.166490
 TASPER                    18.076376                 4.216354                 9.879276                28.553415
 TASMED                    44.526644                 8.253730                26.868880                67.416645
 TASFAC                     6.570162                 2.888322                 0.000000                12.343402
 PERMED                    75.693721                12.326543                50.065401               104.697773
 PERFAC                    11.138791                 4.738094                 0.000000                19.884807
 MEDFAC                    27.173636                10.753192                 0.000000                45.296321
 dep.var.                  15.914378                 0.613283                14.180704                18.372424

Number of observations :  107
Correlation matrix of the variables  -  part  1
===================================

             C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

 C           1.000000
 N1055           *       1.000000
 N1091           *      -0.009434    1.000000
 N1105           *      -0.009434   -0.009434    1.000000
 N1136           *      -0.009434   -0.009434   -0.009434    1.000000
 BED             *       0.024901    0.096851   -0.082204    0.182499    1.000000
 TAS             *       0.004073    0.226723   -0.103528    0.120673    0.848457    1.000000
 PER             *       0.017427    0.082481   -0.074429    0.173791    0.969171    0.863105    1.000000
 MED             *       0.033670    0.100136   -0.208382    0.115669    0.868263    0.775167    0.889372    1.000000
 FAC             *      -0.001557    0.082993   -0.077993    0.111363    0.822876    0.735051    0.838238    0.759971    1.000000
 BED2            *       0.020968    0.096879   -0.083446    0.193284    0.998587    0.847492    0.968055    0.868984    0.814520
 TAS2            *      -0.002450    0.252439   -0.101226    0.122540    0.837631    0.996615    0.853069    0.766898    0.715578
 PER2            *       0.012389    0.081132   -0.076687    0.185537    0.968031    0.862652    0.997830    0.890582    0.824226
 MED2            *       0.031110    0.100266   -0.197863    0.116819    0.867375    0.773962    0.889223    0.999223    0.753896
 FAC2            *      -0.023488    0.095726   -0.103103    0.143058    0.877965    0.784837    0.884905    0.812161    0.957774
 BEDTAS          *       0.008204    0.190231   -0.098380    0.158069    0.939123    0.975772    0.936222    0.841198    0.786889
 BEDPER          *       0.016590    0.089047   -0.080044    0.190384    0.989085    0.862226    0.992025    0.887232    0.826719
 BEDMED          *       0.026631    0.101950   -0.134493    0.165240    0.977472    0.845284    0.967356    0.951294    0.815937
 BEDFAC          *      -0.002219    0.091503   -0.085019    0.142972    0.898205    0.792133    0.902635    0.817128    0.985853
 TASPER          *       0.005174    0.174933   -0.093908    0.157134    0.930061    0.972029    0.952379    0.852972    0.793051
 TASMED          *       0.010562    0.204192   -0.135900    0.127995    0.896664    0.978803    0.914130    0.884374    0.771260
 TASFAC          *      -0.007778    0.147418   -0.092119    0.132507    0.891551    0.872154    0.905677    0.820118    0.964795
 PERMED          *       0.020642    0.090948   -0.122349    0.161662    0.956786    0.852643    0.984724    0.952519    0.821943
 PERFAC          *      -0.004308    0.088270   -0.085048    0.145813    0.901127    0.803621    0.917373    0.830313    0.980485
 MEDFAC          *      -0.000423    0.090842   -0.096717    0.121441    0.865030    0.772273    0.880917    0.828060    0.991882
 dep.var.        *       0.391125   -0.275863    0.252367   -0.091572    0.741081    0.564072    0.726601    0.615745    0.606594





Correlation matrix of the variables  -  part  2
===================================

             BED2        TAS2        PER2        MED2        FAC2        BEDTAS      BEDPER      BEDMED      BEDFAC      TASPER

 BED2        1.000000
 TAS2        0.839463    1.000000
 PER2        0.970066    0.856182    1.000000
 MED2        0.869513    0.767460    0.892329    1.000000
 FAC2        0.878140    0.775904    0.883295    0.811610    1.000000
 BEDTAS      0.940908    0.973621    0.938987    0.841706    0.850768    1.000000
 BEDPER      0.990810    0.854915    0.993982    0.888390    0.887746    0.946796    1.000000
 BEDMED      0.978915    0.837403    0.969643    0.951915    0.878887    0.930860    0.980930    1.000000
 BEDFAC      0.894495    0.777772    0.895242    0.814035    0.982071    0.858867    0.902068    0.890233    1.000000
 TASPER      0.932152    0.970517    0.955272    0.854094    0.855470    0.994374    0.951912    0.930486    0.861851    1.000000
 TASMED      0.898195    0.977057    0.916799    0.884857    0.832674    0.984419    0.915082    0.922360    0.835613    0.985803
 TASFAC      0.889314    0.863873    0.900928    0.818066    0.973844    0.910017    0.902737    0.888744    0.984275    0.913621
 PERMED      0.958385    0.845437    0.986549    0.953812    0.880111    0.927408    0.981144    0.987948    0.889916    0.942721
 PERFAC      0.898340    0.790816    0.911648    0.828132    0.984081    0.868561    0.912818    0.898419    0.997943    0.876903
 MEDFAC      0.860089    0.756773    0.871872    0.824503    0.975880    0.831448    0.873559    0.873314    0.994747    0.838788
 dep.var.    0.734260    0.542866    0.719091    0.616509    0.620937    0.647560    0.731463    0.710693    0.655138    0.647990
Correlation matrix of the variables  -  part  3
===================================

             TASMED      TASFAC      PERMED      PERFAC      MEDFAC      dep.var.

 TASMED      1.000000
 TASFAC      0.897666    1.000000
 PERMED      0.928374    0.894674    1.000000
 PERFAC      0.849283    0.986523    0.905621    1.000000
 MEDFAC      0.823435    0.979031    0.878501    0.993410    1.000000
 dep.var.    0.605377    0.626000    0.702148    0.657619    0.631234    1.000000





Multiple correlation coefficient     0.983513    (adjusted   0.978635)
================================





Proportion of variation explained    0.967297    (adjusted   0.957726)
=================================





Standard deviation of the error term              0.126095
====================================
Regression parameters
=====================
                                                                                                    right  tail
parameter                 estimate           standard deviation              F - ratio              probability

 C                     10.5867314299             6.8302103303                 2.402457                 0.124996

 N1055                  2.3227195485             0.1295407115               321.500012                 0.000000

 N1091                 -2.2297335162             0.1813466469               151.177397                 0.000000

 N1105                  1.9874281750             0.1818911440               119.387752                 0.000000

 N1136                 -1.4461182524             0.1402908981               106.254816                 0.000000

 BED                   -1.8631782628             3.1283483329                 0.354714                 0.553097

 TAS                   -1.3454392658             1.7116275387                 0.617888                 0.434099

 PER                    4.8524318122             3.2801238415                 2.188459                 0.142880

 MED                   -0.3843191109             1.2581024592                 0.093315                 0.760778

 FAC                   -0.9530813104             1.0863390760                 0.769713                 0.382869

 BED2                   0.4877619589             0.7795853274                 0.391461                 0.533270

 TAS2                  -0.0238151290             0.2395051688                 0.009887                 0.921036

 PER2                   1.0875896625             0.6540642455                 2.764963                 0.100167

 MED2                  -0.0002824409             0.0730459421                 0.000015                 0.996924

 FAC2                  -0.0047157865             0.0683944753                 0.004754                 0.945197

 BEDTAS                 0.3546145766             0.6326715070                 0.314164                 0.576664

 BEDPER                -1.9082400463             1.2740660381                 2.243273                 0.138036

 BEDMED                 0.4406144839             0.3070202376                 2.059603                 0.155053

 BEDFAC                 0.2899137280             0.3355898387                 0.746311                 0.390167

 TASPER                 0.0274944289             0.6029350904                 0.002079                 0.963739

 TASMED                -0.0272447138             0.1691794524                 0.025934                 0.872458

 TASFAC                -0.1807799761             0.1881362136                 0.923328                 0.339428

 PERMED                -0.3976986213             0.3622352950                 1.205387                 0.275461

 PERFAC                -0.2510425794             0.2703866710                 0.862034                 0.355895

 MEDFAC                 0.0922308524             0.1047114881                 0.775825                 0.380995
Correlation matrix of the estimates  -  part  1
===================================

             C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

 C           1.000000
 N1055       0.008774    1.000000
 N1091      -0.034836   -0.040281    1.000000
 N1105      -0.406529   -0.001427   -0.019191    1.000000
 N1136       0.053302   -0.003582   -0.056508    0.020762    1.000000
 BED        -0.608630    0.008938    0.138455    0.098144   -0.049044    1.000000
 TAS        -0.001927   -0.003317    0.245156    0.237023   -0.079365   -0.011752    1.000000
 PER         0.572712   -0.008013   -0.161999   -0.412955    0.071579   -0.747707   -0.397049    1.000000
 MED        -0.834516   -0.003447   -0.019490    0.569187   -0.044789    0.273261    0.094098   -0.592885    1.000000
 FAC         0.552808   -0.011148   -0.027917    0.061295    0.032264   -0.286853    0.125635   -0.092233   -0.210472    1.000000
 BED2        0.088631    0.069626   -0.061248    0.039193    0.025792   -0.402821    0.003588    0.195567    0.132752    0.069436
 TAS2       -0.012334    0.094978   -0.541677    0.082726   -0.012065   -0.166938    0.049791    0.041781    0.121990    0.003996
 PER2        0.153620    0.093009   -0.193008   -0.172020    0.038511   -0.349691   -0.355629    0.491393   -0.139563   -0.163756
 MED2        0.555612    0.021496    0.063369   -0.596651   -0.059780   -0.011019   -0.105834    0.468051   -0.884343   -0.038593
 FAC2        0.210853    0.057492   -0.031090    0.132430    0.066821   -0.170316    0.112229   -0.157266    0.066041    0.595073
 BEDTAS      0.006303    0.010448   -0.315771   -0.033143    0.125788   -0.076272   -0.579936    0.265652   -0.012479   -0.035837
 BEDPER     -0.112772   -0.079897    0.126950    0.012840   -0.097498    0.407783    0.225891   -0.368957   -0.026875    0.056772
 BEDMED      0.501029   -0.036935   -0.047830   -0.162221    0.088778   -0.613725   -0.082135    0.655460   -0.434142    0.071001
 BEDFAC     -0.296851    0.068001    0.087052   -0.005254   -0.042232    0.491882   -0.066096   -0.174438   -0.006997   -0.490203
 TASPER     -0.036870   -0.046980    0.521389    0.082566   -0.010165    0.154950    0.439428   -0.275440    0.015456    0.005882
 TASMED      0.034378   -0.006185   -0.082854   -0.304036   -0.102202    0.024222   -0.578629    0.276458   -0.145552   -0.103004
 TASFAC      0.119685   -0.025451    0.033560    0.039641   -0.069523   -0.035230    0.496266   -0.186115   -0.065542    0.337072
 PERMED     -0.445795    0.013512    0.011773    0.472969    0.038490    0.376682    0.287691   -0.755458    0.642728    0.192195
 PERFAC      0.202661   -0.070204   -0.114074   -0.032759    0.028965   -0.318566   -0.127511    0.294165   -0.121706    0.175026
 MEDFAC     -0.327880   -0.005008    0.012352   -0.039589    0.021365   -0.057396   -0.102460    0.099270    0.315781   -0.539287





Correlation matrix of the estimates  -  part  2
===================================

             BED2        TAS2        PER2        MED2        FAC2        BEDTAS      BEDPER      BEDMED      BEDFAC      TASPER

 BED2        1.000000
 TAS2        0.147145    1.000000
 PER2        0.596543    0.183604    1.000000
 MED2       -0.140357   -0.123988    0.137824    1.000000
 FAC2        0.058463    0.067511    0.045100   -0.210718    1.000000
 BEDTAS     -0.118437    0.044502    0.352699   -0.072450    0.090597    1.000000
 BEDPER     -0.873516   -0.105353   -0.861316    0.087017   -0.056080   -0.223117    1.000000
 BEDMED     -0.304266   -0.016842    0.216108    0.168483    0.114248    0.210992    0.016577    1.000000
 BEDFAC      0.058132   -0.084113    0.318282    0.183728   -0.362510   -0.118716   -0.227109   -0.211575    1.000000
 TASPER      0.000302   -0.531191   -0.396314    0.008146    0.022327   -0.711655    0.171568   -0.078475    0.145618    1.000000
 TASMED      0.079605   -0.005202    0.181538    0.256514   -0.312795   -0.092636   -0.018986   -0.128612    0.105022   -0.292772
 TASFAC      0.024692   -0.089421   -0.150099    0.052162    0.046061   -0.287817    0.151857   -0.116462   -0.135929   -0.005919
 PERMED      0.298389    0.058088   -0.313296   -0.641408    0.138485   -0.095895   -0.067202   -0.749716   -0.004229    0.132904
 PERFAC     -0.135550    0.098816   -0.417710    0.000949   -0.270660    0.141555    0.272141    0.097425   -0.639794   -0.195632
 MEDFAC     -0.014159    0.036075    0.187506   -0.206142    0.122796    0.148238   -0.075793    0.155541   -0.170881    0.000314
Correlation matrix of the estimates  -  part  3
===================================

             TASMED      TASFAC      PERMED      PERFAC      MEDFAC

 TASMED      1.000000
 TASFAC     -0.008067    1.000000
 PERMED     -0.313009    0.132881    1.000000
 PERFAC      0.108892   -0.124668   -0.014432    1.000000
 MEDFAC     -0.122264   -0.378387   -0.201666   -0.217684    1.000000





Analysis of variance
====================

source of                                                                                           right  tail
variation          df          sum of squares           mean square             F - ratio           probability

---------------------------------------------------------------------------------------------------------------

total             107            27139.483682

---------------------------------------------------------------------------------------------------------------

mean                1            27099.615438          27099.615438        1704379.123522              0.000000
regression         24               38.564444              1.606852            101.059912              0.000000
residual           82                1.303799              0.015900

---------------------------------------------------------------------------------------------------------------


regression null hypothesis :  N1055 = N1091 = N1105 = N1136 = BED = TAS = PER =
                              MED = FAC = BED2 = TAS2 = PER2 = MED2 = FAC2 = BEDTAS =
                              BEDPER = BEDMED = BEDFAC = TASPER = TASMED = TASFAC = PERMED = PERFAC =
                              MEDFAC = 0
Residual analysis  -  page  1
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

     1           16.404831           16.383408            0.039648            0.021423            0.194070            0.178969
     2           15.980087           15.985338            0.045820           -0.005251           -0.047569           -0.044698
     3           16.157871           16.151374            0.025440            0.006497            0.058859            0.052608
     4           16.519832           16.494201            0.033642            0.025631            0.232193            0.210910
     5           16.791780           16.841174            0.062098           -0.049393           -0.447461           -0.450078
     6           16.106874           16.077981            0.072701            0.028893            0.261743            0.280438
     7           16.319778           16.340324            0.027069           -0.020546           -0.186133           -0.166833
     8           15.560216           16.064462            0.028046           -0.504246           -4.568029           -4.101670
     9           16.008726           15.566349            0.040189            0.442377            4.007550            3.701308
    10           15.586373           15.540052            0.032102            0.046320            0.419623            0.379861

    11           14.945373           15.080794            0.065878           -0.135422           -1.226802           -1.259527
    12           15.814110           15.812989            0.064996            0.001121            0.010154            0.010373
    13           16.061786           16.023325            0.064592            0.038461            0.348425            0.355152
    14           15.812313           15.868049            0.039467           -0.055736           -0.504918           -0.465397
    15           15.038542           15.036254            0.103478            0.002288            0.020728            0.031753
    16           16.187862           16.312412            0.066061           -0.124550           -1.128315           -1.159625
    17           15.819904           15.772232            0.074127            0.047672            0.431867            0.467345
    18           15.416646           15.382595            0.105375            0.034051            0.308475            0.491683
    19           16.118336           16.072731            0.093211            0.045604            0.413136            0.537020
    20           18.372424           18.372424            0.126095            0.000000            0.000000            0.000000

    21           15.611814           15.628147            0.033602           -0.016333           -0.147964           -0.134390
    22           15.078043           15.111598            0.056365           -0.033555           -0.303979           -0.297484
    23           16.511801           16.585182            0.047220           -0.073381           -0.664772           -0.627621
    24           15.781488           15.868498            0.061823           -0.087011           -0.788243           -0.791730
    25           16.664901           16.632981            0.044373            0.031920            0.289168            0.270441
    26           16.083130           16.153118            0.050118           -0.069988           -0.634032           -0.604872
    27           16.595678           16.649438            0.088754           -0.053760           -0.487018           -0.600203
    28           15.219340           15.225666            0.080547           -0.006326           -0.057312           -0.065210
    29           14.937168           14.866753            0.081133            0.070415            0.637901            0.729489
    30           16.453076           16.481898            0.047962           -0.028823           -0.261107           -0.247155

    31           16.491365           16.492984            0.041704           -0.001619           -0.014668           -0.013606
    32           16.269176           16.270951            0.033295           -0.001776           -0.016086           -0.014600
    33           15.583160           15.525492            0.040966            0.057668            0.522423            0.483570
    34           15.372327           15.270123            0.035563            0.102204            0.925876            0.844823
    35           15.850014           15.881233            0.024902           -0.031219           -0.282816           -0.252555
    36           15.753382           15.785879            0.042946           -0.032497           -0.294393           -0.274105
    37           15.559355           15.526318            0.058072            0.033037            0.299287            0.295166
    38           16.703670           16.742556            0.060706           -0.038886           -0.352270           -0.351841
    39           15.410615           15.468095            0.036738           -0.057480           -0.520715           -0.476516
    40           16.133077           16.116146            0.031662            0.016931            0.153381            0.138716

    41           16.248234           16.221829            0.061917            0.026405            0.239205            0.240380
    42           14.180704           14.180704            0.126095           -0.000000           -0.000000           -0.000000
    43           15.831998           15.838912            0.038021           -0.006914           -0.062636           -0.057509
    44           16.112393           16.100948            0.031917            0.011445            0.103681            0.093819
    45           14.713575           14.742893            0.078529           -0.029318           -0.265593           -0.297168
    46           15.644060           15.698153            0.041238           -0.054093           -0.490033           -0.453946
    47           17.091944           17.020974            0.065528            0.070971            0.642933            0.658773
    48           17.500395           17.500395            0.126095            0.000000            0.000000            0.000000
    49           15.223503           15.385670            0.039191           -0.162167           -1.469088           -1.353079
    50           16.193073           16.167130            0.034547            0.025943            0.235025            0.213930
Residual analysis  -  page  2
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

    51           15.913927           15.995907            0.036010           -0.081980           -0.742672           -0.678399
    52           15.938625           15.979628            0.036110           -0.041003           -0.371453           -0.339391
    53           16.026881           16.040785            0.024992           -0.013904           -0.125956           -0.112496
    54           15.955863           15.982621            0.038630           -0.026759           -0.242410           -0.222929
    55           15.861845           15.865360            0.074061           -0.003515           -0.031844           -0.034444
    56           15.860819           15.702573            0.066520            0.158245            1.433563            1.477242
    57           16.129192           16.030617            0.046395            0.098574            0.892999            0.840724
    58           16.437373           16.393915            0.058054            0.043458            0.393695            0.388242
    59           15.997957           16.008668            0.028867           -0.010711           -0.097030           -0.087259
    60           16.059149           16.090307            0.026960           -0.031158           -0.282265           -0.252949

    61           16.845552           16.825275            0.054575            0.020276            0.183685            0.178373
    62           15.625522           15.627540            0.095312           -0.002018           -0.018281           -0.024443
    63           15.627020           15.558324            0.037748            0.068696            0.622323            0.570977
    64           15.392264           15.430093            0.073605           -0.037829           -0.342698           -0.369484
    65           15.338887           15.338887            0.126095           -0.000000           -0.000000            0.000000
    66           15.597206           15.676273            0.085153           -0.079067           -0.716281           -0.850186
    67           15.580690           15.621952            0.067666           -0.041262           -0.373797           -0.387795
    68           15.844684           15.827680            0.029052            0.017003            0.154036            0.138574
    69           14.847721           14.913878            0.074393           -0.066157           -0.599323           -0.649792
    70           15.172493           15.129256            0.094271            0.043237            0.391687            0.516300

    71           15.163543           15.108274            0.054277            0.055269            0.500691            0.485603
    72           15.255831           15.221087            0.068177            0.034744            0.314750            0.327542
    73           16.444106           16.434901            0.036033            0.009205            0.083392            0.076180
    74           16.170273           16.129712            0.052650            0.040561            0.367448            0.354006
    75           16.062091           16.062996            0.039184           -0.000905           -0.008198           -0.007550
    76           16.569191           16.575007            0.041864           -0.005816           -0.052686           -0.048896
    77           16.263450           16.204265            0.032447            0.059186            0.536170            0.485728
    78           15.916139           15.985102            0.098641           -0.068963           -0.624745           -0.877956
    79           15.977799           16.080563            0.053089           -0.102764           -0.930949           -0.898484
    80           16.703259           15.991431            0.044203            0.711829            6.448550            6.027670

    81           16.811973           16.704333            0.041941            0.107640            0.975124            0.905179
    82           14.886002           14.990583            0.096971           -0.104580           -0.947405           -1.297496
    83           15.530788           15.591134            0.051538           -0.060346           -0.546685           -0.524377
    84           15.958779           15.971621            0.044783           -0.012842           -0.116341           -0.108950
    85           15.717694           15.755854            0.026391           -0.038159           -0.345689           -0.309477
    86           16.862551           16.829862            0.066634            0.032688            0.296127            0.305353
    87           16.098098           16.163080            0.092991           -0.064983           -0.588685           -0.763037
    88           16.676902           16.696620            0.095776           -0.019717           -0.178623           -0.240403
    89           16.595720           16.611696            0.065677           -0.015976           -0.144731           -0.148422
    90           15.845716           15.817472            0.046324            0.028245            0.255873            0.240837

    91           15.130883           15.166184            0.043673           -0.035301           -0.319800           -0.298430
    92           16.022770           15.934030            0.044431            0.088740            0.803909            0.751985
    93           16.512625           16.503060            0.027352            0.009565            0.086650            0.077705
    94           15.667486           15.777319            0.038414           -0.109833           -0.994993           -0.914503
    95           16.122580           16.169853            0.024055           -0.047273           -0.428256           -0.381916
    96           15.473884           15.479959            0.042332           -0.006075           -0.055032           -0.051144
    97           15.262316           15.262093            0.039679            0.000223            0.002023            0.001866
    98           16.129980           16.105023            0.066529            0.024957            0.226085            0.232985
    99           15.768368           15.691434            0.047346            0.076934            0.696955            0.658294
   100           14.998943           15.045964            0.078497           -0.047021           -0.425968           -0.476485
Residual analysis  -  page  3
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

   101           14.913306           14.828978            0.082511            0.084328            0.763939            0.884391
   102           15.690592           15.732467            0.028910           -0.041875           -0.379352           -0.341180
   103           15.812145           15.751769            0.048737            0.060376            0.546954            0.519160
   104           15.917775           16.069643            0.034166           -0.151869           -1.375797           -1.251200
   105           16.344291           16.254989            0.042013            0.089302            0.809002            0.751134
   106           15.373915           15.431698            0.059033           -0.057783           -0.523462           -0.518590
   107           16.306916           16.349742            0.027833           -0.042827           -0.387972           -0.348227

                                                       sum of residuals :    -0.000000

                 Upper bound for the right tail probability of the largest absolute studentized residual (no. 80) :   0.000001
Control information  -  submodel 10
===================

transformed variable
denoted by parameter          mean           standard deviation                minimum                  maximum

 BEDTAS      omitted
 BEDPER      omitted
 BEDMED      omitted
 BEDFAC      omitted
 TASPER      omitted
 TASMED      omitted
 TASFAC      omitted
 PERMED      omitted
 PERFAC      omitted
 MEDFAC      omitted

 C                          1.000000                 0.000000                 1.000000                 1.000000
 N1055                      0.009346                 0.096674                 0.000000                 1.000000
 N1091                      0.009346                 0.096674                 0.000000                 1.000000
 N1105                      0.009346                 0.096674                 0.000000                 1.000000
 N1136                      0.009346                 0.096674                 0.000000                 1.000000
 BED                        5.718973                 0.499388                 4.625000                 6.849100
 TAS                        3.239721                 0.440309                 2.302600                 4.356700
 PER                        5.510410                 0.595479                 4.143105                 6.753433
 MED                       13.658696                 0.817116                11.668931                15.671299
 FAC                        1.957297                 0.714438                 0.000000                 2.944400
 BED2                      32.953708                 5.708891                21.390625                46.910171
 TAS2                      10.687850                 2.892626                 5.301967                18.980835
 PER2                      30.715903                 6.553950                17.165318                45.608854
 MED2                     187.221413                22.332877               136.163941               245.589598
 FAC2                       4.336663                 2.285606                 0.000000                 8.669491
 dep.var.                  15.914378                 0.613283                14.180704                18.372424

Number of observations :  107





Multiple correlation coefficient     0.982327    (adjusted   0.979609)
================================





Proportion of variation explained    0.964966    (adjusted   0.959634)
=================================





Standard deviation of the error term              0.123216
====================================
Regression parameters
=====================
                                                                                                    right  tail
parameter                 estimate           standard deviation              F - ratio              probability

 C                      8.6101247397             3.5900297366                 5.752052                 0.018488

 N1055                  2.3137796687             0.1251737896               341.678145                 0.000000

 N1091                 -2.2292788029             0.1470141374               229.937907                 0.000000

 N1105                  2.0218451363             0.1440487716               197.004732                 0.000000

 N1136                 -1.4872661834             0.1333112224               124.464066                 0.000000

 BED                    1.1500155639             1.0730356908                 1.148627                 0.286640

 TAS                   -0.2149442207             0.5201240847                 0.170780                 0.680381

 PER                    0.5939673862             0.8739750913                 0.461878                 0.498454

 MED                   -0.0386682344             0.6303827138                 0.003763                 0.951221

 FAC                   -0.0239740854             0.0796962915                 0.090492                 0.764232

 BED2                  -0.0165066652             0.0949275403                 0.030237                 0.862336

 TAS2                   0.0261789502             0.0785093402                 0.111189                 0.739553

 PER2                  -0.0464926111             0.0812781450                 0.327205                 0.568704

 MED2                   0.0022043686             0.0230934529                 0.009112                 0.924162

 FAC2                  -0.0001121208             0.0278081074                 0.000016                 0.996792
Correlation matrix of the estimates  -  part  1
===================================

             C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

 C           1.000000
 N1055       0.014901    1.000000
 N1091      -0.008463   -0.001812    1.000000
 N1105      -0.387709    0.003318   -0.007122    1.000000
 N1136       0.065193    0.003650   -0.058647   -0.048005    1.000000
 BED        -0.290278    0.002895    0.007624   -0.029303    0.112982    1.000000
 TAS         0.132108   -0.020898    0.405173    0.009385   -0.099723   -0.152883    1.000000
 PER         0.419792   -0.012591   -0.188049   -0.150243    0.104548   -0.699585   -0.204944    1.000000
 MED        -0.891128    0.000709    0.032015    0.420519   -0.172716   -0.047087   -0.076672   -0.369794    1.000000
 FAC         0.205026   -0.044570    0.009893   -0.086486   -0.033896    0.093638   -0.061610   -0.330761   -0.059342    1.000000
 BED2        0.302526   -0.008125   -0.018292    0.022912   -0.115421   -0.995339    0.138249    0.704232    0.031905   -0.079509
 TAS2       -0.118652    0.022224   -0.439461   -0.007123    0.109167    0.143385   -0.993774    0.217443    0.063965    0.063889
 PER2       -0.429831    0.014715    0.207359    0.139872   -0.113010    0.691400    0.208151   -0.993627    0.381795    0.317036
 MED2        0.887509   -0.003573   -0.037550   -0.406050    0.179216    0.044947    0.072053    0.374012   -0.998495    0.058806
 FAC2       -0.187881    0.080770   -0.011247    0.096391    0.043143   -0.034616    0.045040    0.244396    0.060800   -0.907166





Correlation matrix of the estimates  -  part  2
===================================

             BED2        TAS2        PER2        MED2        FAC2

 BED2        1.000000
 TAS2       -0.129034    1.000000
 PER2       -0.704035   -0.224615    1.000000
 MED2       -0.029782   -0.059080   -0.388337    1.000000
 FAC2        0.014735   -0.050524   -0.241108   -0.062585    1.000000





Analysis of variance
====================

source of                                                                                           right  tail
variation          df          sum of squares           mean square             F - ratio           probability

---------------------------------------------------------------------------------------------------------------

total             107            27139.483682

---------------------------------------------------------------------------------------------------------------

mean                1            27099.615438          27099.615438        1784959.584479              0.000000
regression         14               38.471481              2.747963            180.998982              0.000000
residual           92                1.396763              0.015182

---------------------------------------------------------------------------------------------------------------

 reduction         10                0.092963              0.009296              0.584674              0.822070
---------------------------------------------------------------------------------------------------------------


regression null hypothesis :  N1055 = N1091 = N1105 = N1136 = BED = TAS = PER =
                              MED = FAC = BED2 = TAS2 = PER2 = MED2 = FAC2 = 0  (in the reduced model)

 reduction null hypothesis :  BEDTAS = BEDPER = BEDMED = BEDFAC = TASPER = TASMED = TASFAC = PERMED =
                              PERFAC = MEDFAC = 0  (in the original model)
Residual analysis  -  page  1
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

     1           16.404831           16.405304            0.032071           -0.000474           -0.004145           -0.003981
     2           15.980087           16.009972            0.028300           -0.029885           -0.261566           -0.249202
     3           16.157871           16.160959            0.018041           -0.003088           -0.027024           -0.025331
     4           16.519832           16.491821            0.026528            0.028011            0.245165            0.232791
     5           16.791780           16.842538            0.050982           -0.050758           -0.444256           -0.452491
     6           16.106874           16.070208            0.040230            0.036666            0.320915            0.314825
     7           16.319778           16.344874            0.022274           -0.025096           -0.219655           -0.207090
     8           15.560216           16.078684            0.020281           -0.518468           -4.537876           -4.265979
     9           16.008726           15.549792            0.028662            0.458934            4.016804            3.829679
    10           15.586373           15.537089            0.027934            0.049284            0.431357            0.410673

    11           14.945373           15.062801            0.045218           -0.117428           -1.027786           -1.024506
    12           15.814110           15.776385            0.037685            0.037724            0.330180            0.321572
    13           16.061786           16.071149            0.031647           -0.009363           -0.081949           -0.078626
    14           15.812313           15.835025            0.029131           -0.022712           -0.198782           -0.189701
    15           15.038542           15.077116            0.058896           -0.038574           -0.337620           -0.356414
    16           16.187862           16.200315            0.038736           -0.012453           -0.108997           -0.106467
    17           15.819904           15.771944            0.041672            0.047960            0.419770            0.413609
    18           15.416646           15.416792            0.069931           -0.000146           -0.001274           -0.001435
    19           16.118336           15.962647            0.047513            0.155689            1.362665            1.369455
    20           18.372424           18.372424            0.123216           -0.000000           -0.000000            0.000000

    21           15.611814           15.627029            0.026074           -0.015215           -0.133166           -0.126340
    22           15.078043           15.139260            0.038493           -0.061217           -0.535803           -0.523007
    23           16.511801           16.544851            0.036766           -0.033050           -0.289269           -0.281030
    24           15.781488           15.870217            0.032450           -0.088730           -0.776606           -0.746468
    25           16.664901           16.627839            0.038458            0.037062            0.324386            0.316607
    26           16.083130           16.128707            0.035926           -0.045577           -0.398915           -0.386701
    27           16.595678           16.594444            0.070459            0.001234            0.010802            0.012210
    28           15.219340           15.185679            0.059845            0.033661            0.294618            0.312525
    29           14.937168           14.871926            0.066982            0.065242            0.571030            0.630848
    30           16.453076           16.454735            0.042927           -0.001659           -0.014524           -0.014368

    31           16.491365           16.511013            0.033172           -0.019648           -0.171968           -0.165572
    32           16.269176           16.281215            0.025926           -0.012040           -0.105378           -0.099950
    33           15.583160           15.536655            0.030418            0.046505            0.407032            0.389479
    34           15.372327           15.282522            0.030222            0.089805            0.786011            0.751803
    35           15.850014           15.895227            0.021286           -0.045212           -0.395720           -0.372537
    36           15.753382           15.784249            0.027218           -0.030867           -0.270164           -0.256858
    37           15.559355           15.540601            0.039253            0.018754            0.164144            0.160570
    38           16.703670           16.724230            0.046087           -0.020560           -0.179953           -0.179924
    39           15.410615           15.464187            0.031119           -0.053572           -0.468884           -0.449344
    40           16.133077           16.123382            0.022149            0.009694            0.084851            0.079982

    41           16.248234           16.239251            0.049633            0.008983            0.078622            0.079651
    42           14.180704           14.180704            0.123216           -0.000000           -0.000000            0.000000
    43           15.831998           15.869121            0.027229           -0.037123           -0.324919           -0.308923
    44           16.112393           16.099029            0.023413            0.013364            0.116965            0.110470
    45           14.713575           14.765636            0.071268           -0.052061           -0.455662           -0.517949
    46           15.644060           15.673333            0.026328           -0.029273           -0.256213           -0.243193
    47           17.091944           17.011421            0.059260            0.080523            0.704779            0.745379
    48           17.500395           17.500395            0.123216           -0.000000           -0.000000           -0.000000
    49           15.223503           15.397878            0.033799           -0.174375           -1.526210           -1.471643
    50           16.193073           16.172481            0.029014            0.020592            0.180233            0.171958
Residual analysis  -  page  2
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

    51           15.913927           16.024455            0.025063           -0.110528           -0.967391           -0.916178
    52           15.938625           15.989465            0.025574           -0.050840           -0.444979           -0.421797
    53           16.026881           16.052578            0.020753           -0.025697           -0.224911           -0.211574
    54           15.955863           15.980850            0.030487           -0.024987           -0.218702           -0.209301
    55           15.861845           15.928996            0.041969           -0.067151           -0.587741           -0.579650
    56           15.860819           15.725687            0.041763            0.135131            1.182732            1.165702
    57           16.129192           16.039222            0.030896            0.089970            0.787458            0.754276
    58           16.437373           16.444754            0.037849           -0.007381           -0.064604           -0.062948
    59           15.997957           16.014915            0.020724           -0.016958           -0.148423           -0.139616
    60           16.059149           16.097011            0.020554           -0.037863           -0.331391           -0.311653

    61           16.845552           16.856278            0.047426           -0.010726           -0.093881           -0.094319
    62           15.625522           15.674966            0.052521           -0.049444           -0.432757           -0.443594
    63           15.627020           15.571875            0.026063            0.055144            0.482648            0.457901
    64           15.392264           15.454258            0.039189           -0.061995           -0.542607           -0.530695
    65           15.338887           15.338887            0.123216           -0.000000           -0.000000            0.000000
    66           15.597206           15.651482            0.042192           -0.054276           -0.475050           -0.468838
    67           15.580690           15.614557            0.046429           -0.033867           -0.296422           -0.296733
    68           15.844684           15.833162            0.023208            0.011522            0.100847            0.095216
    69           14.847721           14.870716            0.060852           -0.022995           -0.201262           -0.214622
    70           15.172493           15.164042            0.061977            0.008451            0.073969            0.079359

    71           15.163543           15.115905            0.041000            0.047638            0.416951            0.409986
    72           15.255831           15.261020            0.050283           -0.005189           -0.045421           -0.046133
    73           16.444106           16.443970            0.028278            0.000137            0.001197            0.001141
    74           16.170273           16.157628            0.033295            0.012645            0.110674            0.106589
    75           16.062091           16.084026            0.027608           -0.021935           -0.191983           -0.182663
    76           16.569191           16.565371            0.033729            0.003820            0.033436            0.032235
    77           16.263450           16.208702            0.027411            0.054748            0.479180            0.455745
    78           15.916139           16.004239            0.049632           -0.088100           -0.771093           -0.781182
    79           15.977799           16.004629            0.032495           -0.026830           -0.234827           -0.225738
    80           16.703259           15.918459            0.028670            0.784800            6.868941            6.549056

    81           16.811973           16.729204            0.037058            0.082769            0.724435            0.704351
    82           14.886002           14.985311            0.079505           -0.099308           -0.869191           -1.054970
    83           15.530788           15.525093            0.036315            0.005694            0.049840            0.048363
    84           15.958779           15.967216            0.028679           -0.008438           -0.073849           -0.070411
    85           15.717694           15.755385            0.019724           -0.037690           -0.329884           -0.309885
    86           16.862551           16.831884            0.061204            0.030667            0.268412            0.286767
    87           16.098098           16.203183            0.065263           -0.105085           -0.919754           -1.005476
    88           16.676902           16.694599            0.081481           -0.017697           -0.154891           -0.191466
    89           16.595720           16.601399            0.048816           -0.005679           -0.049708           -0.050200
    90           15.845716           15.806782            0.036000            0.038935            0.340774            0.330403

    91           15.130883           15.158445            0.032984           -0.027563           -0.241241           -0.232167
    92           16.022770           15.964197            0.029957            0.058573            0.512659            0.490074
    93           16.512625           16.513374            0.022666           -0.000749           -0.006558           -0.006186
    94           15.667486           15.764343            0.029151           -0.096857           -0.847741           -0.809045
    95           16.122580           16.170794            0.018420           -0.048214           -0.421994           -0.395746
    96           15.473884           15.464956            0.035814            0.008928            0.078143            0.075729
    97           15.262316           15.262367            0.029552           -0.000050           -0.000439           -0.000419
    98           16.129980           16.106909            0.035660            0.023070            0.201921            0.195605
    99           15.768368           15.710223            0.035186            0.058145            0.508911            0.492397
   100           14.998943           14.979492            0.048959            0.019451            0.170247            0.172026
Residual analysis  -  page  3
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

   101           14.913306           14.854040            0.071601            0.059266            0.518722            0.591020
   102           15.690592           15.738933            0.021441           -0.048341           -0.423101           -0.398403
   103           15.812145           15.734350            0.033168            0.077795            0.680897            0.655567
   104           15.917775           16.043856            0.024963           -0.126081           -1.103518           -1.044918
   105           16.344291           16.272655            0.033292            0.071636            0.626996            0.603848
   106           15.373915           15.414016            0.034723           -0.040100           -0.350978           -0.339195
   107           16.306916           16.358300            0.020690           -0.051384           -0.449736           -0.423030

                                                       sum of residuals :    -0.000000

                 Upper bound for the right tail probability of the largest absolute studentized residual (no. 80) :   0.000002
Control information  -  submodel 15
===================

transformed variable
denoted by parameter          mean           standard deviation                minimum                  maximum

 BED2        omitted
 TAS2        omitted
 PER2        omitted
 MED2        omitted
 FAC2        omitted
 BEDTAS      omitted
 BEDPER      omitted
 BEDMED      omitted
 BEDFAC      omitted
 TASPER      omitted
 TASMED      omitted
 TASFAC      omitted
 PERMED      omitted
 PERFAC      omitted
 MEDFAC      omitted

 C                          1.000000                 0.000000                 1.000000                 1.000000
 N1055                      0.009346                 0.096674                 0.000000                 1.000000
 N1091                      0.009346                 0.096674                 0.000000                 1.000000
 N1105                      0.009346                 0.096674                 0.000000                 1.000000
 N1136                      0.009346                 0.096674                 0.000000                 1.000000
 BED                        5.718973                 0.499388                 4.625000                 6.849100
 TAS                        3.239721                 0.440309                 2.302600                 4.356700
 PER                        5.510410                 0.595479                 4.143105                 6.753433
 MED                       13.658696                 0.817116                11.668931                15.671299
 FAC                        1.957297                 0.714438                 0.000000                 2.944400
 dep.var.                  15.914378                 0.613283                14.180704                18.372424

Number of observations :  107





Multiple correlation coefficient     0.981899    (adjusted   0.980202)
================================





Proportion of variation explained    0.964125    (adjusted   0.960797)
=================================





Standard deviation of the error term              0.121429
====================================
Regression parameters
=====================
                                                                                                    right  tail
parameter                 estimate           standard deviation              F - ratio              probability

 C                      9.9735882543             0.3108146916              1029.674108                 0.000000

 N1055                  2.3304057352             0.1222997147               363.088248                 0.000000

 N1091                 -2.2002532832             0.1290981693               290.472611                 0.000000

 N1105                  2.0281680438             0.1292736516               246.143198                 0.000000

 N1136                 -1.5316489062             0.1251521760               149.775797                 0.000000

 BED                    0.9472545303             0.0970942337                95.180176                 0.000000

 TAS                   -0.0483486044             0.0562534278                 0.738703                 0.392196

 PER                    0.0920511174             0.0961156001                 0.917213                 0.340589

 MED                    0.0134534136             0.0335185755                 0.161099                 0.689029

 FAC                   -0.0085573681             0.0305066084                 0.078685                 0.779685






Correlation matrix of the estimates
===================================

             C           N1055       N1091       N1105       N1136       BED         TAS         PER         MED         FAC

 C           1.000000
 N1055       0.059611    1.000000
 N1091       0.069403    0.007713    1.000000
 N1105      -0.263211   -0.003075   -0.040561    1.000000
 N1136       0.045320    0.014945    0.003188    0.027960    1.000000
 BED        -0.391605   -0.036351   -0.039244    0.017170   -0.073360    1.000000
 TAS         0.050495    0.021979   -0.304272    0.079578    0.058988   -0.078794    1.000000
 PER         0.409932    0.022657    0.154358   -0.163159   -0.056032   -0.744808   -0.304810    1.000000
 MED        -0.751278   -0.038372   -0.058564    0.311176    0.088661   -0.043698    0.019390   -0.380210    1.000000
 FAC         0.415754    0.034373   -0.007364    0.008986    0.062983   -0.076460   -0.024264   -0.231182   -0.043088    1.000000





Analysis of variance
====================

source of                                                                                           right  tail
variation          df          sum of squares           mean square             F - ratio           probability

---------------------------------------------------------------------------------------------------------------

total             107            27139.483682
---------------------------------------------------------------------------------------------------------------

mean                1            27099.615438          27099.615438        1837897.452992              0.000000
regression          9               38.437988              4.270888            289.651839              0.000000
residual           97                1.430255              0.014745

---------------------------------------------------------------------------------------------------------------

 reduction         15                0.126456              0.008430              0.530214              0.916440

---------------------------------------------------------------------------------------------------------------


regression null hypothesis :  N1055 = N1091 = N1105 = N1136 = BED = TAS = PER =
                              MED = FAC = 0  (in the reduced model)

 reduction null hypothesis :  BED2 = TAS2 = PER2 = MED2 = FAC2 = BEDTAS = BEDPER = BEDMED =
                              BEDFAC = TASPER = TASMED = TASFAC = PERMED = PERFAC = MEDFAC = 0  (in the original model)
Residual analysis  -  page  1
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

     1           16.404831           16.415094            0.020098           -0.010264           -0.088773           -0.085705
     2           15.980087           16.003284            0.026425           -0.023197           -0.200637           -0.195722
     3           16.157871           16.154144            0.014238            0.003728            0.032243            0.030912
     4           16.519832           16.494561            0.022057            0.025271            0.218581            0.211638
     5           16.791780           16.868221            0.031307           -0.076440           -0.661161           -0.651535
     6           16.106874           16.055242            0.036301            0.051631            0.446579            0.445576
     7           16.319778           16.340011            0.018770           -0.020233           -0.175002           -0.168651
     8           15.560216           16.069705            0.015895           -0.509489           -4.406765           -4.232206
     9           16.008726           15.537335            0.024127            0.471391            4.077237            3.961014
    10           15.586373           15.527798            0.021391            0.058575            0.506639            0.490047

    11           14.945373           15.083283            0.033633           -0.137910           -1.192840           -1.181975
    12           15.814110           15.773466            0.030066            0.040643            0.351539            0.345466
    13           16.061786           16.061099            0.029016            0.000687            0.005946            0.005830
    14           15.812313           15.822707            0.025782           -0.010394           -0.089899           -0.087593
    15           15.038542           15.103483            0.049127           -0.064941           -0.561700           -0.584807
    16           16.187862           16.186752            0.031896            0.001110            0.009598            0.009472
    17           15.819904           15.761681            0.037018            0.058223            0.503597            0.503452
    18           15.416646           15.392828            0.050377            0.023818            0.206009            0.215574
    19           16.118336           15.958263            0.041163            0.160073            1.384533            1.401213
    20           18.372424           18.372424            0.121429           -0.000000           -0.000000           -0.000000

    21           15.611814           15.613272            0.020431           -0.001458           -0.012609           -0.012179
    22           15.078043           15.151157            0.027249           -0.073114           -0.632392           -0.617874
    23           16.511801           16.543658            0.026461           -0.031858           -0.275549           -0.268817
    24           15.781488           15.858346            0.030671           -0.076858           -0.664778           -0.654163
    25           16.664901           16.654420            0.027270            0.010481            0.090654            0.088577
    26           16.083130           16.116224            0.026846           -0.033094           -0.286245           -0.279457
    27           16.595678           16.641555            0.038428           -0.045877           -0.396807           -0.398280
    28           15.219340           15.183731            0.042232            0.035609            0.307999            0.312780
    29           14.937168           14.900579            0.039923            0.036589            0.316476            0.319062
    30           16.453076           16.475617            0.027816           -0.022541           -0.194964           -0.190701

    31           16.491365           16.521271            0.022441           -0.029906           -0.258665           -0.250598
    32           16.269176           16.283269            0.017803           -0.014093           -0.121895           -0.117327
    33           15.583160           15.529076            0.023191            0.054084            0.467791            0.453748
    34           15.372327           15.294827            0.021887            0.077500            0.670325            0.648860
    35           15.850014           15.882132            0.018174           -0.032118           -0.277798           -0.267512
    36           15.753382           15.778629            0.024745           -0.025248           -0.218376           -0.212378
    37           15.559355           15.528156            0.034868            0.031200            0.269858            0.268235
    38           16.703670           16.739720            0.030898           -0.036050           -0.311808           -0.306985
    39           15.410615           15.468571            0.024771           -0.057956           -0.501284           -0.487537
    40           16.133077           16.110257            0.018541            0.022820            0.197375            0.190156

    41           16.248234           16.224724            0.033961            0.023510            0.203344            0.201657
    42           14.180704           14.180704            0.121429           -0.000000           -0.000000            0.000000
    43           15.831998           15.857192            0.023381           -0.025195           -0.217917           -0.211441
    44           16.112393           16.088248            0.019572            0.024145            0.208839            0.201476
    45           14.713575           14.808558            0.041944           -0.094983           -0.821542           -0.833516
    46           15.644060           15.666289            0.022950           -0.022229           -0.192264           -0.186419
    47           17.091944           17.059463            0.033186            0.032482            0.280945            0.278082
    48           17.500395           17.500395            0.121429           -0.000000           -0.000000            0.000000
    49           15.223503           15.404108            0.024370           -0.180605           -1.562123           -1.518225
    50           16.193073           16.167804            0.020453            0.025269            0.218561            0.211114
Residual analysis  -  page  2
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

    51           15.913927           16.014035            0.022438           -0.100108           -0.865875           -0.838867
    52           15.938625           15.982339            0.023520           -0.043714           -0.378097           -0.366945
    53           16.026881           16.042003            0.018526           -0.015123           -0.130800           -0.126014
    54           15.955863           15.960171            0.022583           -0.004308           -0.037261           -0.036107
    55           15.861845           15.914325            0.034707           -0.052480           -0.453921           -0.451005
    56           15.860819           15.726688            0.031517            0.134131            1.160149            1.143807
    57           16.129192           16.033522            0.024103            0.095670            0.827482            0.803863
    58           16.437373           16.442413            0.026816           -0.005040           -0.043596           -0.042560
    59           15.997957           15.999487            0.013332           -0.001530           -0.013234           -0.012677
    60           16.059149           16.082165            0.015688           -0.023017           -0.199079           -0.191150

    61           16.845552           16.901816            0.028288           -0.056264           -0.486650           -0.476461
    62           15.625522           15.659190            0.047184           -0.033668           -0.291209           -0.300914
    63           15.627020           15.572223            0.023842            0.054797            0.473957            0.460225
    64           15.392264           15.449582            0.033241           -0.057319           -0.495772           -0.490784
    65           15.338887           15.338887            0.121429           -0.000000           -0.000000            0.000000
    66           15.597206           15.643798            0.036606           -0.046592           -0.402992           -0.402421
    67           15.580690           15.605972            0.032803           -0.025281           -0.218669           -0.216240
    68           15.844684           15.819306            0.018884            0.025378            0.219502            0.211568
    69           14.847721           14.893045            0.039644           -0.045324           -0.392026           -0.394896
    70           15.172493           15.185847            0.045519           -0.013354           -0.115501           -0.118621

    71           15.163543           15.139273            0.029745            0.024271            0.209926            0.206156
    72           15.255831           15.251482            0.031801            0.004349            0.037617            0.037112
    73           16.444106           16.446232            0.022990           -0.002126           -0.018387           -0.017829
    74           16.170273           16.156363            0.028125            0.013910            0.120317            0.117759
    75           16.062091           16.074646            0.021759           -0.012554           -0.108588           -0.105090
    76           16.569191           16.571752            0.025725           -0.002561           -0.022154           -0.021583
    77           16.263450           16.203677            0.022155            0.059774            0.517006            0.500658
    78           15.916139           15.977281            0.040393           -0.061142           -0.528842           -0.533931
    79           15.977799           15.986521            0.028966           -0.008722           -0.075440           -0.073964
    80           16.703259           15.904960            0.026654            0.798299            6.904794            6.738570

    81           16.811973           16.759544            0.024843            0.052429            0.453483            0.441102
    82           14.886002           15.029870            0.048925           -0.143867           -1.244363           -1.294514
    83           15.530788           15.528036            0.029190            0.002751            0.023798            0.023343
    84           15.958779           15.953397            0.024833            0.005382            0.046548            0.045276
    85           15.717694           15.746464            0.017770           -0.028769           -0.248836           -0.239501
    86           16.862551           16.872155            0.034713           -0.009605           -0.083073           -0.082541
    87           16.098098           16.185021            0.044341           -0.086923           -0.751833           -0.768938
    88           16.676902           16.697103            0.041872           -0.020201           -0.174728           -0.177233
    89           16.595720           16.610203            0.032614           -0.014483           -0.125269           -0.123822
    90           15.845716           15.783023            0.026231            0.062693            0.542258            0.528783

    91           15.130883           15.178095            0.023561           -0.047212           -0.408358           -0.396341
    92           16.022770           15.950491            0.024006            0.072279            0.625169            0.607224
    93           16.512625           16.519081            0.019924           -0.006455           -0.055835           -0.053892
    94           15.667486           15.750121            0.022593           -0.082635           -0.714740           -0.692616
    95           16.122580           16.159649            0.015573           -0.037069           -0.320627           -0.307819
    96           15.473884           15.446986            0.030866            0.026898            0.232654            0.229039
    97           15.262316           15.273109            0.026140           -0.010793           -0.093349           -0.091014
    98           16.129980           16.090744            0.031084            0.039235            0.339362            0.334252
    99           15.768368           15.689240            0.026840            0.079129            0.684413            0.668173
   100           14.998943           14.992702            0.034229            0.006241            0.053981            0.053569
Residual analysis  -  page  3
=================
                                                                                              standardized         studentized
obs.no.        observation        fitted value    standard deviation          residual            residual            residual

   101           14.913306           14.912319            0.035968            0.000986            0.008532            0.008505
   102           15.690592           15.724647            0.014481           -0.034055           -0.294556           -0.282470
   103           15.812145           15.719795            0.027018            0.092350            0.798767            0.780081
   104           15.917775           16.029904            0.022651           -0.112129           -0.969850           -0.939915
   105           16.344291           16.268202            0.026016            0.076089            0.658125            0.641515
   106           15.373915           15.415731            0.030744           -0.041816           -0.361684           -0.355967
   107           16.306916           16.360505            0.017049           -0.053590           -0.463519           -0.445744

                                                       sum of residuals :    -0.000000

                 Upper bound for the right tail probability of the largest absolute studentized residual (no. 80) :   0.000002





End of job :  1