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Variable Reduction in Logistic & Choosing the correct transformations

Genpact
By : Genpact
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Published : Oct 15, 2008
Length : 6
Type : White Paper
 
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Overview :
This technique is a time reducing and one which searches through various transformations to check for the best fit of a variable to the dependent variable. On comparing it with a very accepted method of a reputed firm, we have seen this new technique working wonders
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Data Management , Data Mining , Enterprise Applications , Risk Management
 
This paper provides a powerful tool to deal with the problem of plenty where we have a large number of variables and the regression function used is Logistic. This method weaves through huge number of transformations of each variable and helps you choose the best form of each variable and all this while reducing the variables to be considered at a very fast pace and helping you get a very robust and statistically sound model which can stand the test of time. For any comments/suggestions please mail arijit.das@genpact.com.
    
 
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