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decus_20tap2_198111
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decus/20-0026/point.doc
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SUBROUTINE POINT
PURPOSE
TO COMPUTE THE POINT-BISERIAL CORRELATION COEFFICIENT
BETWEEN TWO VARIABLES, WHEN ONE OF THE VARIABLES IS A BINARY
VARIABLE AND ONE IS CONTINUOUS. THIS IS A SPECIAL CASE OF
THE PEARSON PRODUCT-MOMENT CORRELATION COEFFICIENT.
USAGE
CALL POINT (N,A,B,HI,ANS,IER)
DESCRIPTION OF PARAMETERS
N - NUMBER OF OBSERVATIONS
A - INPUT VECTOR OF LENGTH N CONTAINING THE CONTINUOUS
VARIABLE
B - INPUT VECTOR OF LENGTH N CONTAINING THE DICHOTOMOUS
(BINARY) VARIABLE
HI - INPUT NUMERICAL CODE TO INDICATE THE HIGHER CATEGORY.
ANY VALUE OF THE BINARY VARIABLE NOT LESS THAN HI WILL
BE CLASSIFIED IN THE HIGHER OF THE TWO CATEGORIES.
ANS - OUTPUT VECTOR OF LENGTH 9 CONTAINING THE FOLLOWING
RESULTS
ANS(1)- MEAN OF VARIABLE A
ANS(2)- STANDARD DEVIATION OF VARIABLE A
ANS(3)- NUMBER OF OBSERVATIONS IN THE HIGHER
CATEGORY OF VARIABLE B
ANS(4)- NUMBER OF OBSERVATIONS IN THE LOWER
CATEGORY OF VARIABLE B
ANS(5)- MEAN OF VARIABLE A FOR ONLY THOSE
OBSERVATIONS IN THE HIGHER CATEGORY OF
VARIABLE B
ANS(6)- MEAN OF VARIABLE A FOR ONLY THOSE
OBSERVATIONS IN THE LOWER CATEGORY OF
VARIABLE B
ANS(7)- POINT-BISERIAL CORRELATION COEFFICIENT
ANS(8)- T-TEST FOR THE SIGNIFICANCE OF THE
DIFFERENCE BETWEEN THE MEANS OF VARIABLE A
FOR THE HIGHER AND LOWER CATEGORIES
RESPECTIVELY.
ANS(9)- DEGREES OF FREEDOM FOR THE T-TEST
IER- 1, IF ALL ELEMENTS OF B ARE NOT LESS THAN HI.
-1, IF ALL ELEMENTS OF B ARE LESS THAN HI.
0, OTHERWISE. IF IER IS NON-ZERO, ANS(I), I=5,...,9,
IS SET TO 10**75.
REMARKS
THE SYMBOLS USED TO IDENTFY THE VALUES OF THE TWO CATEGORIES
OF VARIABLE B MUST BE NUMERIC. ALPHABETIC OR SPECIAL
CHARACTERS CANNOT BE USED.
THE T-TEST(ANS(8)) IS A TEST OF WHETHER THE POINT-BISERIAL
COEFFICIENT DIFFERS SIGNIFICANTLY FROM ZERO.
SUBROUTINES AND FUNCTION SUBPROGRAMS REQUIRED
NONE
METHOD
REFER TO P. HORST, 'PSYCHOLOGICAL MEASUREMENT AND
PREDICTION', P. 91 (WADSWORTH, 1966).