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Discrete choice methods with simulation

Author: Kenneth Train
Publisher: Cambridge ; New York : Cambridge University Press, 2009.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:
"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  Read more...
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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Kenneth Train
ISBN: 9780521766555 0521766559 9780521747387 0521747384
OCLC Number: 349248337
Description: x, 388 pages : illustrations ; 23 cm
Contents: Introduction --
pt. I. Behavioral models --
Properties of discrete choice models --
Logit --
GEV --
Probit --
Mixed logit --
Variations on a theme --
pt. II. Estimation --
Numerical maximization --
Drawing from densities --
Simulation-assisted estimation --
Individual-level parameters --
Bayesian procedures --
Endogeneity --
EM algorithms.
Responsibility: Kenneth E. Train.
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Abstract:

This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation.  Read more...

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