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Discrete Choice Methods with Simulation

Language EnglishEnglish
Book Hardback
Book Discrete Choice Methods with Simulation Kenneth Train
Libristo code: 04095214
Publishers Cambridge University Press, July 2009
This book describes the new generation of discrete choice methods, focusing on the many advances tha... Full description
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This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. This second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.

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About the book

Full name Discrete Choice Methods with Simulation
Author Kenneth Train
Language English
Binding Book - Hardback
Date of issue 2009
Number of pages 400
EAN 9780521766555
ISBN 0521766559
Libristo code 04095214
Weight 65
Dimensions 152 x 229 x 25
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