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Modeling Ordered Choices : A Primer by David A. Hensher and William H. Greene (2010, Hardcover)

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Modeling Ordered Choices by William H. Greene, David A. Hensher. William H. Greene is Professor of Economics and Toyota Motor Corp. Author William H. Greene, David A. Hensher. Examples include levels of obesity, seriousness of a health condition, attitudes towards service levels, opinions on products, voting intentions, and the degree of clarity of contracts.

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Product Information

It is increasingly common for analysts to seek out the opinions of individuals and organizations using attitudinal scales such as degree of satisfaction or importance attached to an issue. Examples include levels of obesity, seriousness of a health condition, attitudes towards service levels, opinions on products, voting intentions, and the degree of clarity of contracts. Ordered choice models provide a relevant methodology for capturing the sources of influence that explain the choice made amongst a set of ordered alternatives. The methods have evolved to a level of sophistication that can allow for heterogeneity in the threshold parameters, in the explanatory variables (through random parameters), and in the decomposition of the residual variance. This book brings together contributions in ordered choice modeling from a number of disciplines, synthesizing developments over the last fifty years, and suggests useful extensions to account for the wide range of sources of influence on choice.

Product Identifiers

Publisher
Cambridge University Press
ISBN-10
0521194202
ISBN-13
9780521194204
eBay Product ID (ePID)
80519565

Product Key Features

Author
David A. Hensher, William H. Greene
Publication Name
Modeling Ordered Choices : a Primer
Format
Hardcover
Language
English
Publication Year
2010
Type
Textbook
Number of Pages
382 Pages

Dimensions

Item Length
10in
Item Height
0.9in
Item Width
7in
Item Weight
31.7 Oz

Additional Product Features

Lc Classification Number
Qa278.7 .G74 2010
Reviews
'Theorists and practicing researchers will want to have this text in their working library. It is very well researched, employing examples and interpretation for ordered choice models ranging from the basic to the newest state-of-art methods. I highly recommend this text without reservations.' Joseph M. Hilbe, Arizona State University, Advance praise: 'Theorists and practicing researchers will want to have this text in their working library. It is very well researched, employing examples and interpretation for ordered choice models ranging from the basic to the newest state-of-art methods. I highly recommend this text without reservations.' Joseph M. Hilbe, Arizona State University, 'An outstanding and timely resource on ordered-response choice modeling that takes readers through the history of such models, and develops a clear taxonomy to position the many generalizations and variants of the standard ordered-response model. Bill Greene and David Hensher have done a masterful job in navigating through, and weaving together, the maze of developments and applications in a diversity of fields. The objective perspectives of the literature provide rich guidance for both the researcher as well as the practitioner. This book is literally a one-stop reference resource on ordered-choice modeling that is at once comprehensive, lucid, insightful, and accessible. A 'must-have' in the bookshelves of anyone wanting to learn about and apply ordered-choice modeling techniques!' Chandra Bhat, University of Texas, Austin, Advance praise: 'An outstanding and timely resource on ordered-response choice modeling that takes readers through the history of such models, and develops a clear taxonomy to position the many generalizations and variants of the standard ordered-response model. Bill Greene and David Hensher have done a masterful job in navigating through, and weaving together, the maze of developments and applications in a diversity of fields. The objective perspectives of the literature provide rich guidance for both the researcher as well as the practitioner. This book is literally a one-stop reference resource on ordered-choice modeling that is at once comprehensive, lucid, insightful, and accessible. A 'must-have' in the bookshelves of anyone wanting to learn about and apply ordered-choice modeling techniques!' Chandra Bhat, Adnan Abou-Ayyash Centennial Professor in Transportation Engineering, University of Texas at Austin
Table of Content
List of tables; List of figures; Preface; 1. Introduction: random utility and ordered choice models; 2. Modeling binary choices; 3. A model for ordered choices; 4. Antecedents and contemporary counterparts; 5. Estimation, inference and analysis using the ordered choice model; 6. Specification issues in ordered choice models; 7. Accommodating individual heterogeneity; 8. Parameter variation and a generalized ordered choice model; 9. Ordered choice modeling with panel and time series data; 10. Bivariate and multivariate ordered choice models; 11. Two part and sample selection models; 12. Semiparametric and nonparametric estimators and analyses; References; Index.
Copyright Date
2010
Topic
General, Econometrics, Statistics
Dewey Decimal
153.830151
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Psychology, Business & Economics

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Modeling Ordered Choices : A Primer by David A. Hensher and William H. Greene (2010, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

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