Categorical Dependent Variable Models with SAS, STATA, and SPSS

Hun Myoung Park

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Table of Contents

Introduction

I. Binary Logit Regression Model

• 1. Binary Logit in STATA
• 2. Binary Logit in SAS
• 3. Binary Logit in SPSS

 II. Binary Probit Regression Model

• 1. Binary Probit in STATA
• 2. Binary Probit in SAS
• 3. Binary Probit in SPSS

III. Ordinal Response Regression Model

• 1. Ordinal Response in STATA
• 2. Ordinal Response in SAS
• 3. Ordinal Response in SPSS

 IV. Nominal Response Regression Model

• 1. Multinomial Logit in STATA
• 2. Multinomial Logit in SAS
• 3. Multinomial Logit in SPSS
• 4. Conditional Logit in STATA
• 5. Conditional Logit in SAS
• 6. Conditional Logit in SPSS

 V. Count Data Model

• 1. Poisson Regression Model
• 2. Negative Binomial Regression Model
• 3. Zero-Inflated Poisson Regression Model
• 4. Zero-Inflated Negative Binomial Regression Model
• 5. Comparison

References

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