Download or read book The Aggregation of Alternatives in a Discrete Choice Model of Recreation Demand written by Michael S. Needelman and published by . This book was released on 1991 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Discrete Choice Methods with Simulation written by Kenneth Train and published by Cambridge University Press. This book was released on 2009-07-06 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Serial Nonparticipation in Repeated Discrete Choice Models written by Roger H. von Haefen and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We consider alternative econometric strategies for addressing serial nonparticipation, that is, repeated choice of the same alternative or same type of alternative across a series of choice occasions, in data typically analyzed within the repeated discrete choice framework. Single and double hurdle variants of the repeated discrete choice model are developed and applied to choice experiment and multisite seasonal recreation demand data. Our results suggest that hurdle models can generate significant improvements in statistical fit and qualitatively different policy implications, particularly in choice experiment applications where the proper treatment of serial nonparticipation is relatively more ambiguous.
Download or read book Discrete Choice Recreation Demand and Consumer Surplus written by Eric Paul English and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Three topics are examined using discrete choice models to estimate demand and consumer surplus for recreation trips. The first topic involves recreation nonparticipation and the choice to participate in a recreational activity. In recreation demand models that examine the general population, nonparticipation is usually estimated as the probability mass on zero demand given a positive level of expected demand and a discrete distribution of demand outcomes. Researchers have attempted to improve predictions of nonparticipation by modifying the parameters of the demand distribution. This study departs from previous approaches by explicitly incorporating nonparticipation into the behavioral model. The choice to participate is described by a distribution of preferences combined with a choke price on individual demands to distinguish participants from nonparticipants. The model is applied to a recreational activity in South Carolina called shrimp baiting and is found to accurately predict nonparticipation and the size of the user group. The second topic involves the estimating recreation demand models that account for fixed annual recreation fees. Models of recreation behavior have typically ignored the role of fixed annual fees, such as the fee for a recreational license, in determining choice and welfare. The second study demonstrates how techniques from the literature on discrete-continuous choice and two-part tariffs can address a situation where fixed annual fees are essential to determining the choice of a recreation site. Accounting for value captured by fixed fees can influence the way resource changes are assessed. The third study proposes a new way to incorporate income effects in logit models with repeated choices. The repeated-logit specification, commonly viewed as a series of independent discrete choices, is instead viewed as a system of continuous demand equations. In the demand-system context, repeated logit satisfies integrability conditions for the existence of an underlying utility function while retaining desirable modeling properties such as allowing for income effects together with Marshallian cross-price effects. Relative to previous welfare measures for repeated logit, the proposed approach overcomes the problem of independent choice occasions and permits the computation of theoretically supported Hicksian welfare measures.
Download or read book Discrete Choice Analysis written by Moshe Ben-Akiva and published by MIT Press. This book was released on 2018-04-20 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Estimating Economic Values for Nature written by Vincent Kerry Smith and published by Edward Elgar Publishing. This book was released on 1996-06 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimating Economic Values for Nature presents, in one volume, a collection of V. Kerry Smith's papers prepared over 25 years dealing with the theory and practice of non-market valuation for environmental resources. Taken together, the papers explore the conceptual basis, the implementation process and empirical performance of all available methods of measuring economic values for the services of nature and how these values are constructed from people's choices. The issues discussed in this volume include travel cost recreation demand, averting behaviour, household production, hedonic property value, hedonic wage and contingent valuation methods. These essays describe what has been learned from past benefit analysis, using meta-analysis, as well as the issues at the frontier of current research in the area. This important volume will be welcomed by environmental and public economists, as well as practitioners of cost-benefit analysis, as an authoritative and comprehensive discussion of non-market valuation.
Download or read book Habit Formation in a Discrete Choice Model of Recreation Demand written by Wiktor L. Adamowicz and published by . This book was released on 1991 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book A Primer on Nonmarket Valuation written by Patricia A. Champ and published by Springer. This book was released on 2017-02-08 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical book with clear descriptions of the most commonly used nonmarket methods. The first chapters of the book provide the context and theoretical foundation of nonmarket valuation along with a discussion of data collection procedures. The middle chapters describe the major stated- and revealed-preference valuation methods. For each method, the steps involved in implementation are laid out and carefully explained with supporting references from the published literature. The final chapters of the book examine the relevance of experimentation to economic valuation, the transfer of existing nonmarket values to new settings, and assessments of the reliability and validity of nonmarket values. The book is relevant to individuals in many professions at all career levels. Professionals in government agencies, attorneys involved with natural resource damage assessments, graduate students, and others will appreciate the thorough descriptions of how to design, implement, and analyze a nonmarket valuation study.
Download or read book Contingent Valuation written by J.A. Hausman and published by Elsevier. This book was released on 2012-12-02 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume present a quite critical assessment of contingent valuation (CV). CV is a survey method that attempts to estimate individual values for economic goods by asking people hypothetical questions about their willingness to pay for such goods. In economics, CV has previously been studied almost solely by economists specializing in environmental economics. This book, however, reports research which is mainly from economists with specialities in economic theory, econometrics, and public finance, rather than from the more narrowly focused research of environmental economists. In addition, the research of specialists in psychology, market research, and litigation is included.
Download or read book Estimation of Discrete Choice Models with Many Alternatives Using Random Subsets of the Full Choice Set written by Michael P. Keane and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of the 1996 Northeastern Recreation Research Symposium written by Walter F. Kuentzel and published by . This book was released on 1997 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Oxford Handbook of the Economics of Food Consumption and Policy written by Jayson L. Lusk and published by Oxford Handbooks. This book was released on 2013-08-15 with total page 923 pages. Available in PDF, EPUB and Kindle. Book excerpt: First reference on food consumption and policy.
Download or read book Preference Data for Environmental Valuation written by John Whitehead and published by Routledge. This book was released on 2012-03-15 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: The monetary valuation of environmental goods and services has evolved from a fringe field of study in the late 1970s and early 1980s to a primary focus of environmental economists over the past decade. Despite its rapid growth, practitioners of valuation techniques often find themselves defending their practices to both users of the results of applied studies and, perhaps more troubling, to other practitioners. One of the more heated threads of this internal debate over valuation techniques revolves around the types of data to use in performing a valuation study. In the infant years of the development of valuation techniques, two schools of thought emerged: the revealed preference school and the stated preference school, the latter of which is perhaps most associated with the contingent valuation method. In the midst of this debate an exciting new approach to non-market valuation was developed in the 1990s: a combination and joint estimation of revealed preference and stated preference data. There are two primary objectives for this book. One objective is to fill a gap in the nonmarket valuation "primer" literature. A number of books have appeared over the past decade that develop the theory and methods of nonmarket valuation but each takes an individual nonmarket valuation method approach. This book considers each of these valuation methods in combination with another method. These relationships can be exploited econometrically to obtain more valid and reliable estimates of willingness-to-pay relative to the individual methods. The second objective is to showcase recent and novel applications of data combination and joint estimation via a set of original, state-of-the-art studies that are contributed by leading researchers in the field. This book will be accessible to economists and consultants working in business or government, as well as an invaluable resource for researchers and students alike.
Download or read book Handbook of Environmental and Resource Economics written by Jeroen C. J. M. Van den Bergh and published by Edward Elgar Publishing. This book was released on 2002-01-01 with total page 1326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This major reference book comprises specially commissioned surveys in environmental and resource economics written by an international team of experts. Authoritative yet accessible, each entry provides a state-of-the-art summary of key areas that will be invaluable to researchers, practitioners and advanced students.
Download or read book Studies in Consumer Demand Econometric Methods Applied to Market Data written by Jeffrey A. Dubin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies in Consumer Demand - Econometric Methods Applied to Market Data contains eight previously unpublished studies of consumer demand. Each study stands on its own as a complete econometric analysis of demand for a well-defined consumer product. The econometric methods range from simple regression techniques applied in the first four chapters, to the use of logit and multinomial logit models used in chapters 5 and 6, to the use of nested logit models in chapters 6 and 7, and finally to the discrete/continuous modeling methods used in chapter 8. Emphasis is on applications rather than econometric theory. In each case, enough detail is provided for the reader to understand the purpose of the analysis, the availability and suitability of data, and the econometric approach to measuring demand.
Download or read book Applied Discrete Choice Modelling written by David A. Hensher and published by Routledge. This book was released on 2018-04-09 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1981. Discrete-choice modelling is an area of econometrics where significant advances have been made at the research level. This book presents an overview of these advances, explaining the theory underlying the model, and explores its various applications. It shows how operational choice models can be used, and how they are particularly useful for a better understanding of consumer demand theory. It discusses particular problems connected with the model and its use, and reports on the authors’ own empirical research. This is a comprehensive survey of research developments in discrete choice modelling and its applications.
Download or read book Handbook of Environmental Economics written by Karl-Goran Maler and published by Elsevier. This book was released on 2005-12-09 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much applied environmental economics is concerned with the valuation of changes in environmental quality. Obtaining reliable valuation estimates requires attention to theoretical and econometric issues that are often quite subtle. Volume 2 of the Handbook of Environmental Economics presents both the theory and the practice of environmental valuation. It synthesizes the vast literature that has accumulated since the publication of the Handbook of Natural Resource and Energy Economics two decades ago. It includes chapters on individual valuation methods written by researchers responsible for fundamental advances in those methods. It also includes cross-cutting chapters that deal with aspects of welfare theory, uncertainty, experimental methods, and public health that are pertinent to valuation. Throughout the volume, attention is paid to research and policy issues that arise not only in high-income countries, where most of the theory and econometrics that underlie applied valuation methods have been developed, but also in poorer parts of the world. The volume provides a state-of-the-art reference for scholars and practitioners alike.
