getpartialRr: Partial rowwise Dietz's R statistic

In DLEIVA/DyaDA: Dyadic Data Analysis

Description

Function to compute partial rowwise Dietz's R statistic.

Usage

   getpartialRr(X,Y,Z,names=NULL,perm=9999)

Arguments

X	Original matrix X.
Y	Original matrix Y.
Z	Original matrix Z.
names	Logical flag. If TRUE, a vector of individuals' names should be provided.
perm	Number of permutations.

Details

getpartialRr computes partial rowwise Dietz's R statistic and provides statistical significance by means of a permutation test. The function also provides several measures of the individual contributions to partial correlation.

Value

rhorwxy.z	Partial rowwise Dietz's statistic.
p_value_right	Right-tailed p-value.
p_value_left	Left-tailed p-value.
rhorwxy	Correlation between X and Y partialling out effect of Z.
rhorwxz	Correlation between X and Z partialling out effect of Y.
rhorwyz	Correlation between Y and Z partialling out effect of X.
partial_rowwise	Row contributions to partial rowwise Dietz's statistic

Author(s)

David Leiva <[e-mail]>, Antonio Solanas <[e-mail]>, Han de Vries <[e-mail]>, & David A. Kenny <[e-mail]>.

References

de Vries, H. (1993). The rowwise correlation between two proximity matrices and the partial rowwise correlation. Psychometrika, 58, 53-69.

See Also

getRr.

DLEIVA/DyaDA documentation built on May 6, 2019, 1:17 p.m.