Hi,

I have learned from another mailing list thread that I con solve the normal 
equation

X'X b = X'y

with the sparse matrix X by 

Z = X'
b = cholfact(Z)\Zy

However, I need to solve

(X'X + lambda I)  b = X'y

i.e. the regularized normal equation. Does someone know a direct method for 
this? IIUC cholfact cannot be used for this. Alternatively it would be 
interesting if someone has code (or knows algorithms) for computing the SVD 
of a sparse matrix.

Thanks

Tobi

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