Correlation matrix
From Encyclopedia of Mathematics
The matrix of correlation coefficients of several random variables. If are random variables with non-zero variances
, then the matrix entries
(
) are equal to the correlation coefficients (cf. Correlation coefficient)
; for
the element is defined to be 1. The properties of the correlation matrix
are determined by the properties of the covariance matrix
, by virtue of the relation
, where
is the diagonal matrix with (diagonal) entries
.
How to Cite This Entry:
Correlation matrix. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Correlation_matrix&oldid=19066
Correlation matrix. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Correlation_matrix&oldid=19066
This article was adapted from an original article by A.V. Prokhorov (originator), which appeared in Encyclopedia of Mathematics - ISBN 1402006098. See original article