A Workshop on Qualitative Choice Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Workshop on Qualitative Choice Analysis write by . This book was released on 1995. A Workshop on Qualitative Choice Analysis available in PDF, EPUB and Kindle.
Qualitative Choice Analysis
Qualitative Choice Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Qualitative Choice Analysis write by Kenneth Train. This book was released on 1986. Qualitative Choice Analysis available in PDF, EPUB and Kindle. This book addresses two significant research areas in an interdependent fashion. It is first of all a comprehensive but concise text that covers the recently developed and widely applicable methods of qualitative choice analysis, illustrating the general theory through simulation models of automobile demand and use. It is also a detailed study of automobile demand and use, presenting forecasts based on these powerful new techniques. The book develops the general principles that underlie qualitative choice models that are now being applied in numerous fields in addition to transportation, such as housing, labor, energy, communications, and criminology. The general form, derivation, and estimation of qualitative choice models are explained, and the major models - logit, probit, and GEV - are discussed in detail. And continuous/discrete models are introduced. In these, qualitative choice methods and standard regression techniques are combined to analyze situations that neither alone can accurately forecast. Summarizing previous research on auto demand, the book shows how qualitative choice methods can be used by applying them to specific auto-related decisions as the aggregate of individuals' choices. The simulation model that is constructed is a significant improvement over older models, and should prove more useful to agencies and organizations requiring accurate forecasting of auto demand and use for planning and policy development. The book concludes with an actual case study based on a model designed for the investigations of the California Energy Commission. Kenneth Train is Visiting Associate Professor in Economics at the University of California, Berkeley, and Director of Economic Research at Cambridge Systematics, Inc., also in Berkeley. Qualitative Choice Analysisis included in The MIT Press Transportation Studies Series, edited by Marvin L. Manheim.
Discrete Choice Methods with Simulation
Discrete Choice Methods with Simulation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Discrete Choice Methods with Simulation write by Kenneth Train. This book was released on 2009-07-06. Discrete Choice Methods with Simulation available in PDF, EPUB and Kindle. 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.
Qualitative Choice Analysis
Qualitative Choice Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Qualitative Choice Analysis write by Kenneth Train. This book was released on 1993. Qualitative Choice Analysis available in PDF, EPUB and Kindle.
The Analysis of Qualitative Choice
The Analysis of Qualitative Choice - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Analysis of Qualitative Choice write by Charles Frederick Manski. This book was released on 1973. The Analysis of Qualitative Choice available in PDF, EPUB and Kindle.
