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2010 Jul 07
2
R2 function from PLS to use a model on test data
Hello, I am having some trouble using a model I created from plsr (of train) to analyze each invididual R^2 of the 10 components against the test data. For example: mice1 <- plsr(response ~factors, ncomp=10 data=MiceTrain) R2(mice1) ##this provides the correct R2 for the Train data for 10 components ## Now my next objective is to calculate my model's R2 for each component on the Test data. (In other words - test how good the model is on test data) The onl...
2004 Nov 12
0
Design Matrix
Dear all, I need some help on matrix design and B statistics by using limma package. I want to compare gene expression in 2 groups of cDNA samples. The experiment compares 4 treated mice(#1,#2,#3,#4) and 4 control mice (#5,#6,#7,#8). The target file is FileName Cy3 Cy5 mice1.spot Control_#5 Treat_#1 mice2.spot Treat_#1 Control_#5 mice3.spot Control_#6 Treat_#2 mice4.spot Treat_#3 Control_#7 mice5.spot Control_#8 Treat_#4 The first slide (mice1.spot) and the second slide(mice2.spot) are dye-swap. There is no common reference. There are 3 replica...