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MULTINOMINAL LOGISTIC REGRESSION |
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BALA SENTHIL
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Joined: 21 Jul 2010 Location: India Online Status: Offline Posts: 4 |
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Topic: MULTINOMINAL LOGISTIC REGRESSIONPosted: 28 Jul 2010 at 8:16pm |
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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
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Moderator Joined: 21 Dec 2009 Location: India Online Status: Offline Posts: 59 |
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Posted: 29 Jul 2010 at 2:40pm |
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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
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Joined: 21 Jul 2010 Location: India Online Status: Offline Posts: 4 |
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Posted: 29 Jul 2010 at 11:01pm |
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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
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Joined: 21 Jul 2010 Location: India Online Status: Offline Posts: 4 |
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Posted: 06 Aug 2010 at 8:20pm |
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thank u munawarmohamad, i found the case studies. i could get some idea.
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