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MULTINOMINAL LOGISTIC REGRESSION

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BALA SENTHIL View Drop Down
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  Quote BALA SENTHIL Quote  Post ReplyReply bullet Topic: MULTINOMINAL LOGISTIC REGRESSION
    Posted: 28 Jul 2010 at 8:16pm
I need a white paper or an article explaining step by step procedure on multinominal logistic regression. I would be much happy if a paper on loglinear nonheirarchial model is also added.
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MunawarMohd View Drop Down
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  Quote MunawarMohd Quote  Post ReplyReply bullet Posted: 29 Jul 2010 at 2:40pm
The best documentation within the SPSS program is in the Case Studies documentation, which comes with the SPSS

1. From the SPSS menus go to Help->Case Studies.

2. In the Internet Explorer window that pops up, click the plus sign (+) next to Regression Models Option.

3. Click on Multinomial Logistic Regression (NOMREG).

Here is the table of contents for the NOMREG Case Studies.
____________________

Multinomial Logistic Regression

I. The Multinomial Logistic Regression Model
II. Using Multinomial Logistic Regression to Profile Consumers of
....Packaged Goods
....A. Running the Analysis
....B. Model Diagnostics
.......1. Warnings
.......2. Goodness-of-Fit
.......3. Observed and Predicted Frequencies
.......4. Model Fitting Information
....C. Choosing the Right Model
.......1. Likelihood Ratio Tests
.......2. Pseudo R Square
.......3. Classification Table
....D. Multinomial Logistic Regression Coefficients
....E. Summary
III.Using Multinomial Logistic Regression to Classify
....Telecommunications Customers
....A. Running the Analysis
....B. Stepwise Multinomial Logistic Regression
....C. A Note of Caution Concerning Stepwise Methods
....D. Classification Results
....E. Summary
IV. Using Multinomial Logistic Regression to Analyze a 1-1 Matched
....Case-Control Study
....A. Data File Setup for Case-Control
....B. Running the Analysis
....C. Model Diagnostics
.......1. Model Fitting Information
....D. Choosing the Right Model
.......1. Likelihood Ratio Tests
....E. Multinomial Logistic Regression Coefficients
....F. Summary
V. Related Procedures
VI. Recommended Readings
____________________

The data sets used in these case studies are named cereal.sav, telco.sav, and insure.sav. You will find copies of these files (and all of the data sets used in the SPSS Case Studies) in the /tutorial/sample_files subdirectory of the folder in which SPSS was installed.
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BALA SENTHIL View Drop Down
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  Quote BALA SENTHIL Quote  Post ReplyReply bullet Posted: 29 Jul 2010 at 11:01pm
thank u very much for ur response. From which version of spss , 'Case Studies documentation' searh option through internet is available?
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BALA SENTHIL View Drop Down
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  Quote BALA SENTHIL Quote  Post ReplyReply bullet Posted: 06 Aug 2010 at 8:20pm
thank u munawarmohamad, i found the case studies. i could get some idea.
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