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GAM Procedure

To: <s-news@lists.biostat.wustl.edu>
Subject: GAM Procedure
From: "Bikash Jain" <bjain@bslindia.com>
Date: Tue, 6 Sep 2005 15:04:47 -0400
Reply-to: "Bikash Jain" <bjain@bslindia.com>

We were to use Splus for GAM procedure with smooth terms using cubic splines, knots and for specifying df, we need to include in our output p-values for parametric coefficients, significance of smooth terms, R-sq, and GCV score.

 

We want S plus to run GAM procedure for this analysis.

 

The formula we want to create should mimic R SOFTWARE output for the following model:

 

response~ variable1 + factor(variable2) +factor(variable3)+ s(variable4,k=25,fx=true)+

s(variable5, k=4, fx=true)+ s(variable6, k=25, fx=true)

 

 I have attached here the basic model I have run in Splus, and SAS along with dummy Splus dataset which we are using for this model.

 

Your advice and suggestions to get the above specified model and output will be highly appreciated.

Attachment: dummy.mortality.sdd
Description: Binary data

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