Książka Discrete Choice Methods with Simulation Kenneth Train

Discrete Choice Methods with Simulation

Autor: Kenneth Train
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
616.85
This book describes the new generation of discrete choice methods, focusing on the many advances tha...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2009
strony
400
EAN
9780521766555
ISBN
0521766559
Enbook ID
04095214
Waga
65
Wymiary
152 x 229 x 25

Pełny opis

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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