Applied Discrete Choice Modelling

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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.

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Genre : Business & Economics
Author : David A. Hensher
Publisher : Routledge
Release : 2018-04-09
File : 280 Pages
ISBN-13 : 9781351140744


Discrete Choice Modelling And Air Travel Demand

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In recent years, airline practitioners and academics have started to explore new ways to model airline passenger demand using discrete choice methods. This book provides an introduction to discrete choice models and uses extensive examples to illustrate how these models have been used in the airline industry. These examples span network planning, revenue management, and pricing applications. Numerous examples of fundamental logit modeling concepts are covered in the text, including probability calculations, value of time calculations, elasticity calculations, nested and non-nested likelihood ratio tests, etc. The core chapters of the book are written at a level appropriate for airline practitioners and graduate students with operations research or travel demand modeling backgrounds. Given the majority of discrete choice modeling advancements in transportation evolved from urban travel demand studies, the introduction first orients readers from different backgrounds by highlighting major distinctions between aviation and urban travel demand studies. This is followed by an in-depth treatment of two of the most common discrete choice models, namely the multinomial and nested logit models. More advanced discrete choice models are covered, including mixed logit models and generalized extreme value models that belong to the generalized nested logit class and/or the network generalized extreme value class. An emphasis is placed on highlighting open research questions associated with these models that will be of particular interest to operations research students. Practical modeling issues related to data and estimation software are also addressed, and an extensive modeling exercise focused on the interpretation and application of statistical tests used to guide the selection of a preferred model specification is included; the modeling exercise uses itinerary choice data from a major airline. The text concludes with a discussion of on-going customer modeling research in aviation. Discrete Choice Modelling and Air Travel Demand is enriched by a comprehensive set of technical appendices that will be of particular interest to advanced students of discrete choice modeling theory. The appendices also include detailed proofs of the multinomial and nested logit models and derivations of measures used to represent competition among alternatives, namely correlation, direct-elasticities, and cross-elasticities.

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Genre : Technology & Engineering
Author : Laurie A. Garrow
Publisher : Routledge
Release : 2016-05-23
File : 307 Pages
ISBN-13 : 9781317149712


Applied Choice Analysis

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A fully updated second edition of this popular introduction to applied choice analysis, written for graduate students, researchers, professionals and consultants.

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Genre : Business & Economics
Author : David A. Hensher
Publisher : Cambridge University Press
Release : 2015-06-11
File : 1219 Pages
ISBN-13 : 9781107092648


Discrete Choice Analysis

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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.

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Genre : Architecture
Author : Moshe Ben-Akiva
Publisher : MIT Press
Release : 2018-04-20
File : 414 Pages
ISBN-13 : 9780262536400


Optimization And Discrete Choice In Urban Systems

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'l'he papers contained in this volume were originally presented at the International symposium on New Directions in Urban Systems Modelling held at the University of Waterloo in July, 1983. The papers have been reviewed and rewritten since that time. The exception is the introductory paper written specially by Manfred Fischer and Peter Nijkamp as an introduction to this volume. The manuscript was prepared in the word processing unit in the nepartment of Civil Engineering, university of Waterloo. The sustained work of Mrs. I. Steffler in preparing this manuscript is gratefully acknowledged. "'r. R. K. Kumar provided excellent assistance with the editorial process. The svrnposium and the preparation of this manuscript were supporteö financially by the Natural Sciences and Engineering Research Council of Canada, The Academic Development Fund and the Department of Civil Engineering, TTniversity of waterloo. TABLE OF CONTENTS PREFACE •....••...•..•...•..........•..••.•....•.•••.••.••.•..•••••.•.••.. III Categorical Data and Choice Analysis in a Spatial Context Manfred Fischer and Peter Nijkamp .•••....•.......•.•.....•.......•.......

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Genre : Business & Economics
Author : Bruce G. Hutchinson
Publisher : Springer Science & Business Media
Release : 2012-12-06
File : 381 Pages
ISBN-13 : 9783642510205


Stated Choice Methods

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Understanding and predicting the behaviour of decision makers when choosing among discrete goods has been one of the most fruitful areas of applied research over the last thirty years. An understanding of individual consumer behaviour can lead to significant changes in product or service design, pricing strategy, distribution channel and communication strategy selection, as well as public welfare analysis. This graduate and practitioner guide, first published in 2000, deals with the study and prediction of consumer choice behaviour, concentrating on stated preference (SP) methods - placing decision makers in controlled experiments that yield hypothetical choices - rather than revealed preferences (RP) - actual choices in the market. It shows how SP methods can be implemented, from experimental design to econometric modelling, and suggests how to combine RP and SP data to get the best from each type. The book also presents an update of econometric approaches to choice modelling.

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Genre : Business & Economics
Author : Jordan J. Louviere
Publisher : Cambridge University Press
Release : 2000-09-28
File : 436 Pages
ISBN-13 : 9781107717510


Handbook Of Research Methods In Tourism

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'This is an excellent book which significantly contributes to tourism research and education. It takes a rigorous yet readable style to address twenty five of the most pertinent quantitative and qualitative techniques applied in tourism research. the book will appeal to a wider readership of social scientists as well as to scholars of tourism as each chapter provides a thorough overview and explanation of the techniques irrespective of their tourism application.' – Dimitrios Buhalis, Bournemouth University, UK This insightful book explores the most important established and emerging qualitative and quantitative research methods in tourism. the authors provide a detailed overview of the nature of the research method, its use in tourism, the advantages and limitations, and future directions for research. Each chapter is structured to provide information on: the nature of the technique and its evolution; background and types of problems that the technique is designed to handle; applications of the technique to tourism, including discussion of studies that have used the technique and their findings; advantages and limitations of the technique conceptually and for policy formulation; and further developments and applications of the technique in tourism research. Handbook of Research Methods in Tourism will appeal to social scientists, students as well as researchers in tourism who use quantitative and qualitative research techniques.

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Genre : Business & Economics
Author : Larry Dwyer
Publisher : Edward Elgar Publishing
Release : 2012-01-01
File : 529 Pages
ISBN-13 : 9781781001295


Transport Economics

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First Published in 1997. This book contains a set of readings which convey clearly the fundamental concepts, theory and methodologies essential for the teaching and study of transport economics. The papers were carefully selected by seven prominent and experienced professors of transport economics for their usefulness in teaching. As such, most of the twenty-seven papers included in the book deal with timeless and fundamental subjects in transport economics and have been evaluated by many instructors as being effective papers for teaching. The book is organised into six parts: Transport Demand, Transport Cost, Pricing, Infrastructure, Regulation and Market Structure, and Project Evaluation.

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Genre : Business & Economics
Author : Tae Hoon Oum
Publisher : Routledge
Release : 2005-11-01
File : 554 Pages
ISBN-13 : 9781135298715


International Encyclopedia Of Human Geography

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International Encyclopedia of Human Geography, Second Edition, Fourteen Volume Set embraces diversity by design and captures the ways in which humans share places and view differences based on gender, race, nationality, location and other factors—in other words, the things that make people and places different. Questions of, for example, politics, economics, race relations and migration are introduced and discussed through a geographical lens. This updated edition will assist readers in their research by providing factual information, historical perspectives, theoretical approaches, reviews of literature, and provocative topical discussions that will stimulate creative thinking. Presents the most up-to-date and comprehensive coverage on the topic of human geography Contains extensive scope and depth of coverage Emphasizes how geographers interact with, understand and contribute to problem-solving in the contemporary world Places an emphasis on how geography is relevant in a social and interdisciplinary context

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Genre : Social Science
Author :
Publisher : Elsevier
Release : 2019-11-29
File : 7278 Pages
ISBN-13 : 9780081022962


Cost Benefit Analysis

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Covering all the main problems that arise in a typical cost-benefit exercise, this second edition reflects the most recent research in the area. It considers the main theoretical issues, the problem of ascribing a monetary value to things and includes six separate case studies.

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Genre : Business & Economics
Author : Richard Layard
Publisher : Cambridge University Press
Release : 1994-06-30
File : 518 Pages
ISBN-13 : 0521466741