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 2003-01-13. Discrete Choice Methods with Simulation available in PDF, EPUB and Kindle. Table of contents
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.
Applications of Simulation Methods in Environmental and Resource Economics
Applications of Simulation Methods in Environmental and Resource Economics - 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 Applications of Simulation Methods in Environmental and Resource Economics write by Riccardo Scarpa. This book was released on 2005-08-12. Applications of Simulation Methods in Environmental and Resource Economics available in PDF, EPUB and Kindle. Simulation methods are revolutionizing the practice of applied economic analysis. In this book, leading researchers from around the world discuss interpretation issues, similarities and differences across alternative models, and propose practical solutions for the choice of the model and programming. Case studies show the practical use and the results brought forth by the different methods.
Discrete-Event Simulation
Discrete-Event 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-Event Simulation write by George S. Fishman. This book was released on 2013-03-09. Discrete-Event Simulation available in PDF, EPUB and Kindle. "This is an excellent and well-written text on discrete event simulation with a focus on applications in Operations Research. There is substantial attention to programming, output analysis, pseudo-random number generation and modelling and these sections are quite thorough. Methods are provided for generating pseudo-random numbers (including combining such streams) and for generating random numbers from most standard statistical distributions." --ISI Short Book Reviews, 22:2, August 2002
Discrete Choice Analysis
Discrete 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 Discrete Choice Analysis write by Moshe Ben-Akiva. This book was released on 2018-04-20. Discrete Choice Analysis available in PDF, EPUB and Kindle. Discrete Choice Analysis presents these results in such a way that they are fully accessible to the range of students and professionals who are involved in modelling demand and consumer behavior in general or specifically in transportation - whether from the point of view of the design of transit systems, urban and transport economics, public policy, operations research, or systems management and planning. The methods of discrete choice analysis and their applications in the modelling of transportation systems constitute a comparatively new field that has largely evolved over the past 15 years. Since its inception, however, the field has developed rapidly, and this is the first text and reference work to cover the material systematically, bringing together the scattered and often inaccessible results for graduate students and professionals. Discrete Choice Analysis presents these results in such a way that they are fully accessible to the range of students and professionals who are involved in modelling demand and consumer behavior in general or specifically in transportation - whether from the point of view of the design of transit systems, urban and transport economics, public policy, operations research, or systems management and planning. The introductory chapter presents the background of discrete choice analysis and context of transportation demand forecasting. Subsequent chapters cover, among other topics, the theories of individual choice behavior, binary and multinomial choice models, aggregate forecasting techniques, estimation methods, tests used in the process of model development, sampling theory, the nested-logit model, and systems of models. Discrete Choice Analysis is ninth in the MIT Press Series in Transportation Studies, edited by Marvin Manheim.
