If y1 and y2 are only dependent on x, can't you model them separately?
Joal Heagney
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Are your matricies sparse?
This package (or one of it's reverse dependencies/suggests) may help keep
the memory down.
http://cran.r-project.org/web/packages/SparseM/
Joal Heagney
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