Modeling Ordered Choices

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Modeling Ordered Choices

Author : William H. Greene
Publisher : Cambridge University Press
ISBN 13 : 1139485954
Total Pages : 383 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Modeling Ordered Choices by : William H. Greene

Download or read book Modeling Ordered Choices written by William H. Greene and published by Cambridge University Press. This book was released on 2010-04-08 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling Ordered Choices

Author : William H. Greene
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Modeling Ordered Choices by : William H. Greene

Download or read book Modeling Ordered Choices written by William H. Greene and published by . This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We survey the literature on models for ordered choices, including ordered logit and probit specifications. The contemporary form of the model is presented and analyzed in detail. The historical development of the model is presented as well. We detail a number of generalizations that have appeared in the recent literature. Finally, we propose a new form of the model that accommodates in a natural, internally consistent form, functional form flexibility and individual heterogeneity. Much of this study is pedagogical. However, the last few sections propose new model formulations, and illustrate them with an application to self reported health satisfaction.

Handbook of Choice Modelling

Author : Stephane Hess
Publisher : Edward Elgar Publishing
ISBN 13 : 1781003157
Total Pages : 720 pages
Book Rating : 4.7/5 (81 download)

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Book Synopsis Handbook of Choice Modelling by : Stephane Hess

Download or read book Handbook of Choice Modelling written by Stephane Hess and published by Edward Elgar Publishing. This book was released on 2014-08-29 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Choice Modelling, composed of contributions from senior figures in the field, summarizes the essential analytical techniques and discusses the key current research issues. The book opens with Nobel Laureate Daniel McFadden calling for d

Applied Discrete-Choice Modelling

Author : David A. Hensher
Publisher : Routledge
ISBN 13 : 1351140744
Total Pages : 285 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Applied Discrete-Choice Modelling by : David A. Hensher

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 285 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.

IV Models of Ordered Choice

Author : Andrew Chesher
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (836 download)

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Book Synopsis IV Models of Ordered Choice by : Andrew Chesher

Download or read book IV Models of Ordered Choice written by Andrew Chesher and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Interpreting Discrete Choice Models

Author : Garrett Glasgow
Publisher : Cambridge University Press
ISBN 13 : 1108877184
Total Pages : 131 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Interpreting Discrete Choice Models by : Garrett Glasgow

Download or read book Interpreting Discrete Choice Models written by Garrett Glasgow and published by Cambridge University Press. This book was released on 2022-05-12 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: In discrete choice models the relationships between the independent variables and the choice probabilities are nonlinear, depending on both the value of the particular independent variable being interpreted and the values of the other independent variables. Thus, interpreting the magnitude of the effects (the “substantive effects”) of the independent variables on choice behavior requires the use of additional interpretative techniques. Three common techniques for interpretation are described here: first differences, marginal effects and elasticities, and odds ratios. Concepts related to these techniques are also discussed, as well as methods to account for estimation uncertainty. Interpretation of binary logits, ordered logits, multinomial and conditional logits, and mixed discrete choice models such as mixed multinomial logits and random effects logits for panel data are covered in detail. The techniques discussed here are general, and can be applied to other models with discrete dependent variables which are not specifically described here.

Ordered Regression Models

Author : Andrew S. Fullerton
Publisher : CRC Press
ISBN 13 : 1466569743
Total Pages : 184 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Ordered Regression Models by : Andrew S. Fullerton

Download or read book Ordered Regression Models written by Andrew S. Fullerton and published by CRC Press. This book was released on 2016-04-21 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ordered Regression Models: Parallel, Partial, and Non-Parallel Alternatives presents regression models for ordinal outcomes, which are variables that have ordered categories but unknown spacing between the categories. The book provides comprehensive coverage of the three major classes of ordered regression models (cumulative, stage, and adjacent) as well as variations based on the application of the parallel regression assumption. The authors first introduce the three "parallel" ordered regression models before covering unconstrained partial, constrained partial, and nonparallel models. They then review existing tests for the parallel regression assumption, propose new variations of several tests, and discuss important practical concerns related to tests of the parallel regression assumption. The book also describes extensions of ordered regression models, including heterogeneous choice models, multilevel ordered models, and the Bayesian approach to ordered regression models. Some chapters include brief examples using Stata and R. This book offers a conceptual framework for understanding ordered regression models based on the probability of interest and the application of the parallel regression assumption. It demonstrates the usefulness of numerous modeling alternatives, showing you how to select the most appropriate model given the type of ordinal outcome and restrictiveness of the parallel assumption for each variable. Web Resource More detailed examples are available on a supplementary website. The site also contains JAGS, R, and Stata codes to estimate the models along with syntax to reproduce the results.

Applied Choice Analysis

Author : David A. Hensher
Publisher : Cambridge University Press
ISBN 13 : 131630034X
Total Pages : 1219 pages
Book Rating : 4.3/5 (163 download)

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Book Synopsis Applied Choice Analysis by : David A. Hensher

Download or read book Applied Choice Analysis written by David A. Hensher and published by Cambridge University Press. This book was released on 2015-06-11 with total page 1219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this popular book brings students fully up to date with the latest methods and techniques in choice analysis. Comprehensive yet accessible, it offers a unique introduction to anyone interested in understanding how to model and forecast the range of choices made by individuals and groups. In addition to a complete rewrite of several chapters, new topics covered include ordered choice, scaled MNL, generalized mixed logit, latent class models, group decision making, heuristics and attribute processing strategies, expected utility theory, and prospect theoretic applications. Many additional case studies are used to illustrate the applications of choice analysis with extensive command syntax provided for all Nlogit applications and datasets available online. With its unique blend of theory, estimation, and application, this book has broad appeal to all those interested in choice modeling methods and will be a valuable resource for students as well as researchers, professionals, and consultants.

Principles of Econometrics

Author : R. Carter Hill
Publisher : John Wiley & Sons
ISBN 13 : 1118452275
Total Pages : 1808 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Principles of Econometrics by : R. Carter Hill

Download or read book Principles of Econometrics written by R. Carter Hill and published by John Wiley & Sons. This book was released on 2018-02-21 with total page 1808 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Econometrics, Fifth Edition, is an introductory book for undergraduate students in economics and finance, as well as first-year graduate students in a variety of fields that include economics, finance, accounting, marketing, public policy, sociology, law, and political science. Students will gain a working knowledge of basic econometrics so they can apply modeling, estimation, inference, and forecasting techniques when working with real-world economic problems. Readers will also gain an understanding of econometrics that allows them to critically evaluate the results of others’ economic research and modeling, and that will serve as a foundation for further study of the field. This new edition of the highly-regarded econometrics text includes major revisions that both reorganize the content and present students with plentiful opportunities to practice what they have read in the form of chapter-end exercises.

Applied Bayesian Modelling

Author : Peter Congdon
Publisher : John Wiley & Sons
ISBN 13 : 1118895061
Total Pages : 464 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Applied Bayesian Modelling by : Peter Congdon

Download or read book Applied Bayesian Modelling written by Peter Congdon and published by John Wiley & Sons. This book was released on 2014-06-25 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an accessible approach to Bayesian computing and data analysis, with an emphasis on the interpretation of real data sets. Following in the tradition of the successful first edition, this book aims to make a wide range of statistical modeling applications accessible using tested code that can be readily adapted to the reader's own applications. The second edition has been thoroughly reworked and updated to take account of advances in the field. A new set of worked examples is included. The novel aspect of the first edition was the coverage of statistical modeling using WinBUGS and OPENBUGS. This feature continues in the new edition along with examples using R to broaden appeal and for completeness of coverage.

Modelling with Discretized Ordered Choice Covariates

Author : Felix Chan
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (115 download)

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Book Synopsis Modelling with Discretized Ordered Choice Covariates by : Felix Chan

Download or read book Modelling with Discretized Ordered Choice Covariates written by Felix Chan and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Logit and Probit

Author : Vani K. Borooah
Publisher : SAGE
ISBN 13 : 9780761922421
Total Pages : 108 pages
Book Rating : 4.9/5 (224 download)

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Book Synopsis Logit and Probit by : Vani K. Borooah

Download or read book Logit and Probit written by Vani K. Borooah and published by SAGE. This book was released on 2002 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many problems in the social sciences are amenable to analysis using the analytical tools of logit and probit models. This book explains what ordered and multinomial models are and also shows how to apply them to analysing issues in the social sciences.

Regression Analysis of Count Data

Author : A. Colin Cameron
Publisher : Cambridge University Press
ISBN 13 : 9780521635677
Total Pages : 436 pages
Book Rating : 4.6/5 (356 download)

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Book Synopsis Regression Analysis of Count Data by : A. Colin Cameron

Download or read book Regression Analysis of Count Data written by A. Colin Cameron and published by Cambridge University Press. This book was released on 1998-09-28 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This analysis provides a comprehensive account of models and methods to interpret frequency data.

Human Resource Management in the Digital Economy: Creating Synergy between Competency Models and Information

Author : de Juana-Espinosa, Susana
Publisher : IGI Global
ISBN 13 : 1613502087
Total Pages : 446 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Human Resource Management in the Digital Economy: Creating Synergy between Competency Models and Information by : de Juana-Espinosa, Susana

Download or read book Human Resource Management in the Digital Economy: Creating Synergy between Competency Models and Information written by de Juana-Espinosa, Susana and published by IGI Global. This book was released on 2011-11-30 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Businesses worldwide are faced with major challenges related to the progressive (and many times unavoidable) incorporation of information technologies into their processes. Often, organizations don’t suitably react to the new requirements of these technologies, resulting in outdated policies, practices, and strategies. Human Resource Management in the Digital Economy: Creating Synergy between Competency Models and Information is a reference for both practitioners and academics that demonstrates how to implement e-management and competency models in companies. This book offers perspectives on the impact of integrated e-human resource policies and provides recommendations for addressing the shift from traditional human resource policies to new perspectives.

Maximum Simulated Likelihood Methods and Applications

Author : William Greene
Publisher : Emerald Group Publishing
ISBN 13 : 0857241508
Total Pages : 363 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Maximum Simulated Likelihood Methods and Applications by : William Greene

Download or read book Maximum Simulated Likelihood Methods and Applications written by William Greene and published by Emerald Group Publishing. This book was released on 2010-12-03 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of methodological developments and applications of simulation-based methods were presented at a workshop at Louisiana State University in November, 2009. Topics include: extensions of the GHK simulator; maximum-simulated likelihood; composite marginal likelihood; and modelling and forecasting volatility in a bayesian approach.

Economics and Engineering of Unpredictable Events

Author : Caterina De Lucia
Publisher : Taylor & Francis
ISBN 13 : 1000392856
Total Pages : 409 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Economics and Engineering of Unpredictable Events by : Caterina De Lucia

Download or read book Economics and Engineering of Unpredictable Events written by Caterina De Lucia and published by Taylor & Francis. This book was released on 2022-03-07 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades, the intensification of unpredictable events including the Covid-19 outbreak, Brexit, trade warfare, religion-inspired terrorism and civil wars, and climate change has resulted in serious loss of human lives and property, a decrease in biodiversity and natural hazards (with long-term negative impacts on environment), and impeded social and economic development. Economics and Engineering of Unpredictable Events: Modelling, Planning and Policies provides an integrated view of the management of unpredictable events incorporating three major perspectives: economic management, environmental planning and engineering models. Contributors from economics, planning, regional science, and engineering address key questions including; How resilient are human societies and their habitats? What should societies do to shift from being vulnerable to being more resilient? And what role should planning and policies play to protect communities and the natural environment? The chapters cover academic debates, conceptual reflections, case studies, methods, and strategy development with particular reference to mitigation and adaptation in face of unpredictable events. This book is of particular interest to readers of economic policy, urban and regional planning and engineering.

Decision Economics: Minds, Machines, and their Society

Author : Edgardo Bucciarelli
Publisher : Springer Nature
ISBN 13 : 3030755835
Total Pages : 287 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Decision Economics: Minds, Machines, and their Society by : Edgardo Bucciarelli

Download or read book Decision Economics: Minds, Machines, and their Society written by Edgardo Bucciarelli and published by Springer Nature. This book was released on 2021-08-16 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the result of a multi-year research project led and sponsored by the University of Chieti-Pescara, National Chengchi University, University of Salamanca, and Osaka University. It is the fifth volume to emerge from that international project, held under the aegis of the United Nations Academic Impact in 2020. All the essays in this volume were (virtually) discussed at the University of L’Aquila―as the venue of the 2nd International Conference on Decision Economics, a three-day global gathering of approximately one hundred scholars and practitioners—and were subjected to thorough peer review by leading experts in the field. The essays reflect the extent, diversity, and richness of several research areas, both normative and descriptive, and are an invaluable resource for graduate-level and PhD students, academics, researchers, policymakers and other professionals, especially in the social and cognitive sciences. Given its interdisciplinary scope, the book subsequently delivers new approaches on how to contribute to the future of economics, providing alternative explanations for various socio-economic issues such as computable humanities; cognitive, behavioural, and experimental perspectives in economics; data analysis and machine learning as well as research areas at the intersection of computer science, artificial intelligence, mathematics, and statistics; agent-based modelling and the related. The editors are grateful to the scientific committee for its continuous support throughout the research project as well as to the many participants for their insightful comments and always probing questions. In any case, the collaboration involved in the project extends far beyond the group of authors published in this volume and is reflected in the quality of the essays published over the years.