Discrete Choice Methods with Simulation pdf epub mobi txt 电子书下载 2025

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出版者:Cambridge University Press

作者:Kenneth E. Train

出品人:

页数:408

译者:

出版时间:2009-6-30

价格:USD 42.00

装帧:Paperback

isbn号码:9780521747387

丛书系列:

图书标签:

经济学
Econometrics
Discrete
Choice
离散选择
模拟
计量经济学
统计学
运筹学
市场营销
行为经济学
数据分析
建模
Python

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具体描述

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.