Discrete Choice Methods with Simulation
- ISBN-10
- 0521766559
- ISBN-13
- 9780521766555
- Category
- Business & Economics
- Pages
- 388
- Language
- English
- Published
- 2009-07-06
- Publisher
- Cambridge University Press
- Author
- Kenneth Train
Description
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. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The 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.
Get the book
Other editions
Similar books
-
Taxation for Decision Makers, Binder Ready Version
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 8.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2019 Edition
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2020
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Keeping House in Lusaka
By Karen Tranberg Hansen1934. Memorandum on the Native Tribes and Tribal Areas of Northern Rhodesia . Lusaka : Government Printer . Timberlake , Michael , ed . 1985.
-
Encyclopedia of Community: From the Village to the Virtual World
By DAVID LEVINSON, KAREN CHRISTENSENTimberlake, L. (1987). Only one Earth. London: BBC Books: Earthscan. Tinker, I. (1987). Street foods: Testing assumptions about informal sector by women and ...
-
Taxation for Decision Makers 2006
By Shirley Dennis-Escoffier, Karen FortinThe Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $ 4,500,000 . The property has a basis of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonTimberlake (1980, 1984) promulgated a behavioral-regulation analysis of learned performance that emphasizes the importance of behavioral.
-
Money and the Rule of Law: Generality and Predictability in Monetary Institutions
By Peter J. Boettke, Alexander William Salter, Daniel J. Smith190; Timberlake 1993, pp. 356–357). By increasing fiscal expenditures, President Carter may have successfully cornered the Fed into delaying tighter ...
-
Economic Politics: The Costs of Democracy
By William R. Keech, William R Keech( Timberlake , 1993 , p . 4 ) The same was true of the second Bank of the United States , which was chartered in 1816. However , under the leadership of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonSchlinger, H. and Blakely, E. (1987). Function-altering effects of ... Timberlake, W. and Allison, J. (1974). Response deprivation: An empirical 48 HANDBOOK ...