[R] Error in lasso regression (linear dependence issue?)
YaoPau
jonrgregg at gmail.com
Thu May 17 10:55:15 CEST 2012
I have a rather large dataset which I just inserted hundreds of interaction
terms, and I guess R is saying there is a linear dependence when I run:
l1ce(y~., data=x, bound = .5, absolute.t = FALSE).
The error is below:
/Error in if (any(bound < 0)) stop("'bound'(s) must be non negative") :
missing value where TRUE/FALSE needed
In addition: Warning message:
In l1ce(poss6 ~ ., data = x, bound = 0.5, absolute.t = FALSE) :
X Matrix (transformed variables) has rank 1081 < p = 1086, i.e., is
deficient/
Google doesn't show anything regarding the first error. Any ideas what is
causing this?
Also, how can I find which column vectors have a linear dependence?
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