Interpreting and Comparing Effects in Logistic, Probit, and Logit - Regressio

Interpreting and Comparing Effects in Logistic, Probit and Logit Regression shows applied researchers how to compare coefficient estimates from regression models for categorical dependent variables in typical research situations. It presents a practical, unified treatment of these problems, and considers the advantages and disadvantages of each approach, and when to use them.

List of contents

Chapter 1. Introduction
Chapter 2. Regression Models for A Dichotomous Dependent Variable
Chapter 3. Interpreting And Comparing Effects Within One Equation
Chapter 4. Comparing Subgroups Or Time Points: Investigating Interaction Effects
Chapter 5. Causal Modeling: Estimating Total, Direct, Indirect And Spurious Effects; Using Effect Coefficients From Different (Nested) Equations
Chapter 6. Concluding Remarks; Extensions, Effect Measures And Evaluation

Product details

• Authors: Hans-Jurgen Andress, Andress Hans-Jurgen, Jacques A. P. Hagenaars, Jacques A. P. A. P. Hagenaars, Jacques A. P. A. P. Kuhnel Hagenaars, Jacques A. P. Kuhnel Hagenaars, Hagenaars Jacques A. P., Steffen Kuhnel
• Publisher: Sage Publications Ltd
• Languages: English
• Product format: Paperback / Softback
• Released: 01.05.2024
• EAN: 9781544364018
• ISBN: 978-1-5443-6401-8
• No. of pages: 208
• Series: Quantitative Applications in the Social Sciences; Quantitative Applications in t
• Subjects: Natural sciences, medicine, IT, technology > Natural sciences (general); Social sciences, law, business > Sociology > Sociological theories; SOCIAL SCIENCE / Research, SOCIAL SCIENCE / Statistics, REFERENCE / Research, Social research & statistics, Social research and statistics, Research methods: general, For graduate / post-graduate and equivalents, Textbook, coursework, logistic regression;logit models;probit models