Linear Probability, Logit, and Probit Models

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Author: John H Aldrich
Publisher: SAGE Publications Inc
ISBN-13: 9780803921337
Publishing year: November 1984
No of pages: 96
Weight: 140 grm
Language: English
Book binding: Paperback

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Ordinary regression analysis is not appropriate for investigating dichotomous or otherwise `limited' dependent variables, but this volume examines three techniques -- linear probability, probit, and logit models -- which are well-suited for such data. It reviews the linear probability model and discusses alternative specifications of non-linear models. Using detailed examples, Aldrich and Nelson point out the differences among linear, logit, and probit models, and explain the assumptions associated with each.