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Discrete choice methods with simulation

Author: Kenneth Train
Publisher: New York : Cambridge University Press, ©2003.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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. The procedures are applicable in many fields, including energy, transportation, environment, health, and labor.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Train, Kenneth.
Discrete choice methods with simulation.
New York : Cambridge University Press, ©2003
(DLC) 2002071479
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kenneth Train
ISBN: 0511120850 051107834X 9780511078347 0511076770 9780511076770 9780511120855 9780511753930 0511753934
OCLC Number: 252486254
Description: 1 online resource (vii, 334 pages) : illustrations
Contents: Cover; Half-title; Title; Copyright; Contents; Dedication; 1 Introduction; 1.1 Motivation; 1.2 Choice Probabilities and Integration; 1.3 Outline of Book; 1.4 Topics Not Covered; 1.5 A Couple of Notes; 2 Properties of Discrete Choice Models; 3 Logit; 4 GEV; 5 Probit; 6 Mixed Logit; 7 Variations on a Theme; 8 Numerical Maximization; 9 Drawing from Densities; 10 Simulation-Assisted Estimation; 11 Individual-Level Parameters; 12 Bayesian Procedures; Bibliography; Index.
Responsibility: Kenneth E. Train.
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The author investigates recent discrete choice methods, focusing on advances that simulation has made possible.  Read more...

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'Simulation methods have unshackled discrete choice analysis, breaking down the computational barriers to use of plausible, interpretable models. Kenneth Train provides an excellent road map for both Read more...

 
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