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Item Details
Title: LINEAR PROBABILITY, LOGIT, AND PROBIT MODELS
By: John Aldrich, Forrest D. Nelson
Format: Paperback

List price: £34.99
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ISBN 10: 0803921330
ISBN 13: 9780803921337
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Publisher: SAGE PUBLICATIONS INC
Pub. date: 1 November, 1984
Series: Quantitative Applications in the Social Sciences
Pages: 96
Description: 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.
Synopsis: 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.
Publication: US
Imprint: SAGE Publications Inc
Returns: Returnable
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