Lukas Gudmundsson
2008-Dec-11 13:45 UTC
[R] Property of cov(x) - matrix, some elements of x missing
Dear List Members, this question is not directly related to R but follows up a comment in the documentation of 'cov'. In the case of missing values in the input matrix 'x' there are various options specified via the parameter 'use'. One of them being 'pairwise.complete.obs'. In the 'Details' section it is mentioned that this may result in covariance matrices that are not positive semi-definite. I assume that this is a well known property, however I have not been successful in finding suitable literature in explaining/documenting this phenomenon. If some one of you could give me a hint i would be very grateful. Best, Lukas