getpartialZr: Partial rowwise Mantel's Z statistic

In DLEIVA/DyaDA: Dyadic Data Analysis

Description

Function to compute partial rowwise Mantel's Z statistic.

Usage

   getpartialZr(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

getpartialZr computes partial rowwise Mantel's Z 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

rrwxy.z	Partial rowwise Mantel's statistic.
p_value_right	Right-tailed p-value.
p_value_left	Left-tailed p-value.
rrwxy	Correlation between X and Y partialling out effect of Z.
rrwxz	Correlation between X and Z partialling out effect of Y.
rrwyz	Correlation between Y and Z partialling out effect of X.
partial_rowwise	Row contributions to partial rowwise Mantel'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

getZr.

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