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Author: Kenneth Train Publisher: Cambridge University Press ISBN: 0521766559 Category : Business & Economics Languages : en Pages : 399
Book Description
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.
Author: Kenneth Train Publisher: Cambridge University Press ISBN: 0521766559 Category : Business & Economics Languages : en Pages : 399
Book Description
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.
Author: Cathal O'Donoghue Publisher: Emerald Group Publishing Limited ISBN: 9781783505692 Category : Business & Economics Languages : en Pages : 0
Book Description
Microsimulation Modelling involves the application of simulation methods to micro data for the purposes of evaluating the effectiveness and improving the design of public policy. The field has been applied to many different policies within both government and academia. This handbook describes and discusses the main issues within the field.
Author: Moshe E. Ben-Akiva Publisher: MIT Press ISBN: 9780262022170 Category : Architecture Languages : en Pages : 424
Book Description
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.
Author: Mandy Ryan Publisher: Springer Science & Business Media ISBN: 1402057539 Category : Business & Economics Languages : en Pages : 265
Book Description
This work takes a fresh and contemporary look at the growing interest in the development and application of discrete choice experiments (DCEs) within the field of health economics. The book comprises chapters by highly regarded academics with experience of applying DCEs in the area of health. Thus the book is relevant to post-graduate students and applied researchers with an interest in the use of DCEs for valuing health and health care and has international appeal.
Author: David M. Blau Publisher: Russell Sage Foundation ISBN: 1610440609 Category : Social Science Languages : en Pages : 207
Book Description
"David Blau has chosen seven economists to write chapters that review the emerging economic literature on the supply of child care, parental demand for care, child care cost and quality, and to discuss the implications of these analyses for public policy. The book succeeds in presenting that research in understandable terms to policy makers and serves economists as a useful review of the child care literature....provides an excellent case study of the value of economic analysis of public policy issues." —Arleen Leibowitz, Journal of Economic Literature "There is no doubt this is a timely book....The authors of this volume have succeeded in presenting the economic material in a nontechnical manner that makes this book an excellent introduction to the role of economics in public policy analysis, and specifically child care policy....the most comprehensive introduction currently available." —Cori Rattelman, Industrial and Labor Relations Review
Author: C. V. Brown Publisher: Routledge ISBN: 0429655851 Category : Business & Economics Languages : en Pages : 376
Book Description
First published in 1981. This book reports on a decade of research into the effects of taxation on the supply of labour. In addition to their work in making labour supply estimates, the study explores a number of the ways labour supply estimates can be used. When budget constraints are non-linear it is not possible to estimate the effects of (tax) or other policy changes from knowledge of labour supply elasticities alone, and it is necessary to re-estimate the original model used to derive the estimates. The implications of labour supply estimates for the study of inequality and optimal taxation are considered. Macro-economic models of the economy typically omit labour supply functions or include functions which are inconsistent with micro-economic work on labour supply. This book will appeal to academic economists, senior students and policy-makers in the field of public finance and labour economics, who will find much of interest from both the theoretical and policy standpoints.
Author: Martine Labbe Publisher: Springer Science & Business Media ISBN: 9783540646525 Category : Business & Economics Languages : en Pages : 364
Book Description
This is a collection of state-of-the-art surveys on topics at the interface between transportation modeling and operations research given by leading international experts. Based on contributions to a NATO workshop, the surveys are up-to-date and rigorous presentations or applications of quantitative methods in the area. The subjects covered include dynamic traffic simulation techniques and dynamic routing in congested networks, operation and control of traffic management tools, optimized transportation data collection, and vehicle routing problems.
Author: John Piggott Publisher: Elsevier ISBN: 0444634045 Category : Social Science Languages : en Pages : 1080
Book Description
Handbook of the Economics of Population Aging synthesizes the economic literature on aging and the subjects associated with it, including social insurance and healthcare costs, both of which are of interest to policymakers and academics. These volumes, the first of a new subseries in the Handbooks in Economics, describe and analyze scholarship created since the inception of serious attention began in the late 1970s, including information from general economics journals, from various field journals in economics, especially, but not exclusively, those covering labor markets and human resource issues, from interdisciplinary social science and life science journals, and from papers by economists published in journals associated with gerontology, history, sociology, political science, and demography, amongst others. - Dissolves the barriers between policymakers and scholars by presenting comprehensive portraits of social and theoretical issues - Synthesizes valuable data on the topic from a variety of journals dating back to the late 1970s in a convenient, comprehensive resource - Presents diverse perspectives on subjects that can be closely associated with national and regional concerns - Offers comprehensive, critical reviews and expositions of the essential aspects of the economics of population aging
Author: Kenneth Train
Author: Kenneth Train
Author: Kenneth Train
Author: Cathal O'Donoghue
Author: Moshe E. Ben-Akiva
Author: Mandy Ryan
Author: David M. Blau
Author: C. V. Brown
Author: Martine Labbe
Author: John Piggott
Author: Orley Ashenfelter