Finding Mallows statistics Cp for a data set

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MOHD FARUQUI
MOHD FARUQUI 2014 年 9 月 13 日
回答済み: Star Strider 2014 年 9 月 13 日
I have a data set and would like to find out Mallows statistics Cp for that. Can someone help me with the code.

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Star Strider
Star Strider 2014 年 9 月 13 日
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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