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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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Previews available in: English
Subjects
Business, Finance, Nonfiction, Decision makingShowing 9 featured editions. View all 9 editions?
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1
Discrete Choice Methods with Simulation
2012, Cambridge University Press
in English
0511805276 9780511805271
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2
Discrete Choice Methods with Simulation
2010, Cambridge University Press
in English
0511753934 9780511753930
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3
Discrete Choice Methods with Simulation
2009, Cambridge University Press
in English
0511595352 9780511595356
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4
Discrete Choice Methods with Simulation
2009, Cambridge University Press
in English
0511593422 9780511593420
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5
Discrete Choice Methods with Simulation
2009, Cambridge University Press
E-book
in English
0511590636 9780511590634
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6
Discrete Choice Methods with Simulation
2003, Cambridge University Press
eBook
in English
0511075235 9780511075230
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7
Discrete Choice Methods with Simulation
2003, Cambridge University Press
in English
0511076770 9780511076770
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8
Discrete Choice Methods with Simulation
January 13, 2003, Cambridge University Press
Hardcover
in English
0521816963 9780521816960
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9
Discrete Choice Methods with Simulation
January 13, 2003, Cambridge University Press
Paperback
in English
0521017157 9780521017152
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Book Details
First Sentence
"When I wrote my first book, Qualitative Choice Analysis, in the mid-1980s, the field had reached a critical juncture."
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- Created April 29, 2008
- 4 revisions
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April 6, 2014 | Edited by ImportBot | Added IA ID. |
April 14, 2010 | Edited by Open Library Bot | Linked existing covers to the edition. |
December 14, 2009 | Edited by WorkBot | link works |
April 29, 2008 | Created by an anonymous user | Imported from amazon.com record |