A Multinomial Probit Mixture Model for Choice-based Conjoint Analysis

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Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.:/5 (51 download)

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Book Synopsis A Multinomial Probit Mixture Model for Choice-based Conjoint Analysis by : Junjia Zhu

Download or read book A Multinomial Probit Mixture Model for Choice-based Conjoint Analysis written by Junjia Zhu and published by . This book was released on 2002 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Conjoint Measurement

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Publisher : Springer Science & Business Media
ISBN 13 : 3662063921
Total Pages : 545 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Conjoint Measurement by : Anders Gustafsson

Download or read book Conjoint Measurement written by Anders Gustafsson and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: by Paul E. Green I am honored and pleased to respond to authors request to write a Fore word for this excellent collection of essays on conjoint analysis and related topics. While a number of survey articles and sporadic book chapters have appeared on the subject, to the best of my knowledge this book represents the first volume of contributed essays on conjoint analysis. The book re flects not only the geographical diversity of its contributors but also the variety and depth of their topics. The development of conjoint analysis and its application to marketing and business research is noteworthy, both in its eclectic roots (psychometrics, statistics, operations research, economics) and the fact that its development reflects the efforts of a large variety of professionals -academics, market ing research consultants, industry practitioners, and software developers. Reasons for the early success and diffusion of conjoint analysis are not hard to find. First, by the early sixties, precursory psychometric techniques (e.g., multidimensional scaling and correspondence analysis, cluster analy sis, and general multivariate techniques) had already shown their value in practical business research and application. Second, conjoint analysis pro vided a new and powerful array of methods for tackling the important problem of representing and predicting buyer preference judgments and choice behavior-clearly a major problem area in marketing.

Discrete Choice Methods with Simulation

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Publisher : Cambridge University Press
ISBN 13 : 0521766559
Total Pages : 399 pages
Book Rating : 4.5/5 (217 download)

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Book Synopsis Discrete Choice Methods with Simulation by : Kenneth Train

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.

Applied Discrete-choice Modelling

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Publisher : Taylor & Francis
ISBN 13 : 9780470270783
Total Pages : 468 pages
Book Rating : 4.2/5 (77 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 Taylor & Francis. This book was released on 1981 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Conjoint Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3540877533
Total Pages : 401 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Applied Conjoint Analysis by : Vithala R. Rao

Download or read book Applied Conjoint Analysis written by Vithala R. Rao and published by Springer Science & Business Media. This book was released on 2014-02-20 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conjoint analysis is probably the most significant development in marketing research in the past few decades. It can be described as a set of techniques ideally suited to studying customers’ decision-making processes and determining tradeoffs. Though this book is oriented towards methods and applications of conjoint analysis in marketing, conjoint methods are also applicable for other business and social sciences. After an introduction to the basic ideas of conjoint analysis the book describes the steps involved in designing a ratings-based conjoint study, it covers various methods for estimating partworth functions from preference ratings data, and dedicates a chapter on methods of design and analysis of conjoint-based choice experiments, where choice is measured directly. Chapter 5 describes several methods for handling a large number of attributes. Chapters 6 through 8 discuss the use of conjoint analysis for specific applications like product and service design or product line decisions, product positioning and market segmentation decisions, and pricing decisions. Chapter 9 collates miscellaneous applications of marketing mix including marketing resource allocation or store location decisions. Finally, Chapter 10 reviews more recent developments in experimental design and data analysis and presents an assessment of future developments.

Modeling Dynamic Choice Behavior

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Publisher :
ISBN 13 :
Total Pages : 258 pages
Book Rating : 4.:/5 (375 download)

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Book Synopsis Modeling Dynamic Choice Behavior by : Seong Yong Park

Download or read book Modeling Dynamic Choice Behavior written by Seong Yong Park and published by . This book was released on 1996 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Handbook of Marketing Research

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Publisher : SAGE Publications
ISBN 13 : 1506319459
Total Pages : 1109 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis The Handbook of Marketing Research by : Rajiv Grover

Download or read book The Handbook of Marketing Research written by Rajiv Grover and published by SAGE Publications. This book was released on 2006-06-23 with total page 1109 pages. Available in PDF, EPUB and Kindle. Book excerpt: CHOICE MAGAZINE Outstanding Academic Title for 2007 "In addition to discussing relevant content, the various contributors to the book are excellent communicators. Sentences are clear, paragraphs are coherent, and chapters fulfill the promise of their introductions, and readers will benefit from the diagrams, figures, and charts that are used to enhance the text. I enjoyed reading this book and recommend it highly. This book will be of particular interest to advanced students, academics, and practitioners. Although statistical background is necessary to comprehend the advanced analytical techniques, most readers are likely to benefit from the overviews provided in this well-written book." —Guldem Gokcek, JOURNAL OF MARKETING The Handbook of Marketing Research: Uses, Misuses, and Future Advances comprehensively explores the approaches for delivering market insights for fact-based decision making in a market-oriented firm. Divided into four parts, the Handbook addresses (1) the different nuances of delivering insights; (2) quantitative, qualitative, and online data gathering techniques; (3) basic and advanced data analysis methods; and (4) the substantial marketing issues that clients are interested in resolving through marketing research. Key Features: Appeals to users as well as suppliers of marketing research: Comprehensive topics in marketing research (such as philosophy, techniques, and applications) are delivered in a reader-friendly, applications-oriented, and non-mathematical fashion. Covers many cutting-edge techniques of data collection and analysis: Traditional quantitative techniques, innovative qualitative techniques, and emerging online methods are presented. Provides a broad range of current ideas and applications: The contributors address models of the impact of marketing mix variables, segmentation, brand equity, satisfaction, customer lifetime value, and marketing ROI. Chapters on international marketing research and marketing management support systems are also included.

Bayesian Models for Categorical Data

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Publisher : John Wiley & Sons
ISBN 13 : 0470092386
Total Pages : 446 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Bayesian Models for Categorical Data by : Peter Congdon

Download or read book Bayesian Models for Categorical Data written by Peter Congdon and published by John Wiley & Sons. This book was released on 2005-12-13 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics, psychology, economics and medical science. Bayesian Methods for Categorical Data sets out to demystify modern Bayesian methods, making them accessible to students and researchers alike. Emphasizing the use of statistical computing and applied data analysis, this book provides a comprehensive introduction to Bayesian methods of categorical outcomes. * Reviews recent Bayesian methodology for categorical outcomes (binary, count and multinomial data). * Considers missing data models techniques and non-standard models (ZIP and negative binomial). * Evaluates time series and spatio-temporal models for discrete data. * Features discussion of univariate and multivariate techniques. * Provides a set of downloadable worked examples with documented WinBUGS code, available from an ftp site. The author's previous 2 bestselling titles provided a comprehensive introduction to the theory and application of Bayesian models. Bayesian Models for Categorical Data continues to build upon this foundation by developing their application to categorical, or discrete data - one of the most common types of data available. The author's clear and logical approach makes the book accessible to a wide range of students and practitioners, including those dealing with categorical data in medicine, sociology, psychology and epidemiology.

Stated Choice Methods

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Publisher : Cambridge University Press
ISBN 13 : 9780521788304
Total Pages : 436 pages
Book Rating : 4.7/5 (883 download)

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Book Synopsis Stated Choice Methods by : Jordan J. Louviere

Download or read book Stated Choice Methods written by Jordan J. Louviere and published by Cambridge University Press. This book was released on 2000-09-28 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: A multidisciplinary graduate and practitioner guide, first published in 2000, which offers the theory and application of stated choice methods.

Maximum Likelihood for the Multinomial Probit Model

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ISBN 13 :
Total Pages : 48 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Maximum Likelihood for the Multinomial Probit Model by : Nicholas M. Kiefer

Download or read book Maximum Likelihood for the Multinomial Probit Model written by Nicholas M. Kiefer and published by . This book was released on 1995 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Master's Theses Directories

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ISBN 13 :
Total Pages : 324 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Master's Theses Directories by :

Download or read book Master's Theses Directories written by and published by . This book was released on 2004 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Education, arts and social sciences, natural and technical sciences in the United States and Canada".

Marketing Research and Modeling: Progress and Prospects

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Publisher : Springer Science & Business Media
ISBN 13 : 0387286926
Total Pages : 343 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Marketing Research and Modeling: Progress and Prospects by : Yoram Wind

Download or read book Marketing Research and Modeling: Progress and Prospects written by Yoram Wind and published by Springer Science & Business Media. This book was released on 2013-06-05 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Research and Modeling addresses state of the art developments including new techniques and methodologies by leading experts in marketing and marketing research. This work emphasizes new developments in Bayesian Decision Analysis, Multivariate Analysis, Multidimensional Scaling, Conjoint Analysis, Applications of Conjoint and MDS technique, Data Mining, Cluster Analysis, and Neural Networks.

Handbook of Choice Modelling

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Publisher : Edward Elgar Publishing
ISBN 13 : 1800375638
Total Pages : 797 pages
Book Rating : 4.8/5 (3 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 2024-06-05 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised second edition Handbook provides an authoritative and in-depth overview of choice modelling, covering essential topics range from data collection through model specification and estimation to analysis and use of results. It aptly emphasises the broad relevance of choice modelling when applied to a multitude of fields, including but not limited to transport, marketing, health and environmental economics.

Advanced Marketing Research

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Publisher : John Wiley & Sons
ISBN 13 : 1557865493
Total Pages : 434 pages
Book Rating : 4.5/5 (578 download)

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Book Synopsis Advanced Marketing Research by : Richard Bagozzi

Download or read book Advanced Marketing Research written by Richard Bagozzi and published by John Wiley & Sons. This book was released on 1994-07-19 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Marketing Research is a companion volume to Richard Bagozzi's Principles of Marketing Research. It is intended for students on advanced marketing research courses at the graduate and postgraduate levels and on executive programs. Each chapter begins with a historical development of the topical area before moving on to advanced issues and coverage of latest developments. To aid students learning, questions and exercises are included throughout.

A Heterogeneous Flexible Multinomial Probit Model of Brand Choice

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Publisher :
ISBN 13 :
Total Pages : 52 pages
Book Rating : 4.:/5 (767 download)

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Book Synopsis A Heterogeneous Flexible Multinomial Probit Model of Brand Choice by : Harald Hruschka

Download or read book A Heterogeneous Flexible Multinomial Probit Model of Brand Choice written by Harald Hruschka and published by . This book was released on 2005 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Conjoint Measurement

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Publisher : Springer Science & Business Media
ISBN 13 : 3540714049
Total Pages : 372 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Conjoint Measurement by : Anders Gustafsson

Download or read book Conjoint Measurement written by Anders Gustafsson and published by Springer Science & Business Media. This book was released on 2007-09-12 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fascinating book covers all the recent developments in conjoint analysis. Leading scientists present different aspects of the theory and applications of this technique. A wide variety of models, techniques, and applications are discussed, including normative models that maximize return, extension of choice-based conjoint simulations, latent class, hierarchical Bayes modeling, new choice simulators, and normative models for representing competitive actions and reactions (based on game theory).

A Multinomial Probit Model with Latent Factors

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Publisher :
ISBN 13 :
Total Pages : 49 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis A Multinomial Probit Model with Latent Factors by : Remi Piatek

Download or read book A Multinomial Probit Model with Latent Factors written by Remi Piatek and published by . This book was released on 2017 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: We develop a parametrization of the multinomial probit model that yields greater insight into the underlying decision-making process, by decomposing the error terms of the utilities into latent factors and noise. The latent factors are identified without a measurement system, and they can be meaningfully linked to an economic model. We provide sufficient conditions that make this structure identified and interpretable. For inference, we design a Markov chain Monte Carlo sampler based on marginal data augmentation. A simulation exercise shows the good numerical performance of our sampler and reveals the practical importance of alternative identification restrictions. Our approach can generally be applied to any setting where researchers can specify an a priori structure on a few drivers of unobserved heterogeneity. One such example is the choice of combinations of two options, which we explore with real data on education and occupation pairs.