The Robustness of Binary Response Regression Models

Student thesis: Master's ThesisMaster of Science

Abstract

The study compared estimates of six binary response regression models, including three standard models: The Logistic model, The Probit model, and the Complementary-Log-Log model, and three generalizations; “Stukel” , “Aranda-Ordaz” and “Guerrero and Johnson”. While, the ratio of estimates was fairly equal across different models, the estimates for different models are rather different. The study involved data analysis investigating theories, and interpretations based on simulations as well as published real data.

Date of Award1 Mar 1990
Original languageEnglish
Awarding Institution
  • University of Southampton

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