Interpreting and Comparing Effects in Logistic Probit and Logit Regression is popular PDF and ePub book, written by Jacques A. P. Hagenaars in 2024-01-16, it is a fantastic choice for those who relish reading online the Social Science genre. Let's immerse ourselves in this engaging Social Science book by exploring the summary and details provided below. Remember, Interpreting and Comparing Effects in Logistic Probit and Logit Regression can be Read Online from any device for your convenience.

Interpreting and Comparing Effects in Logistic Probit and Logit Regression Book PDF Summary

Log-linear, logit and logistic regression models are the most common ways of analyzing data when (at least) the dependent variable is categorical. This volume shows how to compare coefficient estimates from regression models for categorical dependent variables in three typical research situations: (i) within one equation, (ii) between identical equations estimated in different subgroups, and (iii) between nested equations. Each of these three kinds of comparisons brings along its own particular form of comparison problems. Further, in all three areas, the precise nature of comparison problems in logistic regression depends on how the logistic regression model is looked at and how the effects of the independent variables are computed. This volume presents a practical, unified treatment of these problems, and considers the advantages and disadvantages of each approach, and when to use them, so that applied researchers can make the best choice related to their research problem. The techniques are illustrated with data from simulation experiments and from publicly available surveys. The datasets, along with Stata syntax, are available on a companion website at: https://study.sagepub.com/researchmethods/qass/hagenaars-interpreting-effects.

Detail Book of Interpreting and Comparing Effects in Logistic Probit and Logit Regression PDF

Interpreting and Comparing Effects in Logistic  Probit  and Logit Regression
  • Author : Jacques A. P. Hagenaars
  • Release : 16 January 2024
  • Publisher : SAGE Publications
  • ISBN : 9781544363998
  • Genre : Social Science
  • Total Page : 174 pages
  • Language : English
  • PDF File Size : 21,7 Mb

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