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Finding Mallows statistics Cp for a data set

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MOHD FARUQUI
MOHD FARUQUI il 13 Set 2014
Risposto: Star Strider il 13 Set 2014
I have a data set and would like to find out Mallows statistics Cp for that. Can someone help me with the code.

Risposte (1)

Star Strider
Star Strider il 13 Set 2014
As I understand, it’s essentially the same as the ‘Akaike infomation criterion’. Searching the File Exchange for ‘AIC’ turns up a number of contributions, the most relevant of which to what you want to do is likely Fast & Detailed Multivariate OLS Regression.
The Mallow’s Cp statistic seems easy enough to program. The complications would show themselves in applying it to your regression — what regressors are kept in and what regressors are omitted from the final model. If you have the Statistics Toolbox, the Stepwise Regression routines do all of that for you.

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