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Number of Factors - PLS-R

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manojuv

Community Member

Joined:

Jul 14, 2017

I have a data set which has 7 independent variables and 107 dependent varaibles. When i did the PLS, the minimizing number of factors came out to be zero. The minimum RMPRESS is 1.111. However, when i randomly remove some of the Y variables, I got a good fit model with two factors. Could somebody tell why is it happening. What are some of the remdies/counclusions. Thanks