Discrete Choice Methods With Simulation Pdf Download

discrete-choice-methods-with-simulation
Author: Kenneth Train
Publisher: Cambridge University Press
ISBN: 0521766559
Size: 58.44 MB
Format: PDF, ePub, Mobi
View: 4528

Discrete Choice Methods With Simulation

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.

Read Online


You May Also Like



Discrete Choice Methods With Simulation Pdf Download
Author: Kenneth Train
Publisher: Cambridge University Press
ISBN: 0521766559
Size: 45.16 MB
Format: PDF, Kindle
View: 1456


Sexually Transmitted Infections Pdf Download
Author: Bhushan Kumar
Publisher: Elsevier Health Sciences
ISBN: 8131229785
Size: 34.47 MB
Format: PDF
View: 6112


The Wealth Of Networks Pdf Download
Author: Yochai Benkler
Publisher: Yale University Press
ISBN: 9780300125771
Size: 54.97 MB
Format: PDF
View: 806


Chinese Journal Of Electronics Pdf Download
Author:
Publisher:
ISBN:
Size: 29.58 MB
Format: PDF, Mobi
View: 5978


Finite Element Procedures Pdf Download
Author: Klaus-J├╝rgen Bathe
Publisher: Klaus-Jurgen Bathe
ISBN: 9780979004902
Size: 52.72 MB
Format: PDF, Kindle
View: 767


China Satellite Navigation Conference Csnc 2012 Proceedings Pdf Download
Author: Jiadong Sun
Publisher: Springer Science & Business Media
ISBN: 3642291929
Size: 31.11 MB
Format: PDF
View: 4484


Visual Complex Analysis Pdf Download
Author: Tristan Needham
Publisher: Oxford University Press
ISBN: 9780198534464
Size: 55.91 MB
Format: PDF, ePub
View: 4886


Antimicrobial Resistance Pdf Download
Author: World Health Organization
Publisher:
ISBN: 9789241564748
Size: 73.40 MB
Format: PDF
View: 3976