Three Essays On Discrete Choice Modeling With Latent Constructs
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Three Essays On Discrete Choice Modeling With Latent Constructs
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Author : Yutaka Motoaki
language : en
Publisher:
Release Date : 2016
Three Essays On Discrete Choice Modeling With Latent Constructs written by Yutaka Motoaki and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
This dissertation consists of three individual studies that are concerned with discrete choice models with latent variables. In all three studies, a special attention is paid to specification and estimation of latent constructs. The first study aims to extends the methodological framework for latent class model by incorporating latent variables in the class assignment rule. The second study focuses on goodness of fit of discrete choice models with latent variables. The last study is concerned with discrete choice models with latent variables applied in the context of hurricane evacuation. The work presented here aims to explore the complexity and challenges of modeling latent constructs that are often overlooked.
Three Essays On The Application Of Discrete Choice Models With Discrete Continuous Heterogeneity Distributions
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Author : Chen Wang
language : en
Publisher:
Release Date : 2016
Three Essays On The Application Of Discrete Choice Models With Discrete Continuous Heterogeneity Distributions written by Chen Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Unobserved heterogeneity is comprehensively acknowledged as an important feature to be considered in discrete choice modeling. Over the last decade, there were abundant studies showing the great outperformance of capturing unobserved heterogeneity of Mixed-Mixed Logit(MM-MNL) models. However, most empirical researches still use mixed logit(MIXL) models or latent class(LC) models which introduced strong assumptions on distributions of marginal utility. In this dissertation, a Mixed-Mixed Logit model(MM-MNL) that assumes a non-parametric mixing distribution for marginal utility is discussed. Consequently, three empirical studies solving different transportation problems are introduced.
Discrete Choice Methods With Simulation
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Author : Kenneth Train
language : en
Publisher: Cambridge University Press
Release Date : 2009-07-06
Discrete Choice Methods With Simulation written by Kenneth Train and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-06 with Business & Economics categories.
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.
Three Essays On Choice Modeling
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Author : Tiziano Razzolini
language : en
Publisher:
Release Date : 2005
Three Essays On Choice Modeling written by Tiziano Razzolini and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Extended Discrete Choice Models
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Author : Joan Leslie Walker
language : en
Publisher:
Release Date : 2001
Extended Discrete Choice Models written by Joan Leslie Walker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Choice (Psychology) categories.
Essays On Dynamic Discrete Choice Models
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Author : Eliza Da Silva Gomes
language : en
Publisher:
Release Date : 2021
Essays On Dynamic Discrete Choice Models written by Eliza Da Silva Gomes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Choice Modelling
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Author : Stephane Hess
language : en
Publisher: Emerald Group Publishing
Release Date : 2010-01-15
Choice Modelling written by Stephane Hess and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-15 with Transportation categories.
Contains a selection of the best theoretical and applied papers from the inaugural International Choice Modelling Conference. The conference was organised by the Institute for Transport Studies at the University of Leeds and held in Harrogate, North Yorkshire on 30 March to 1 April 2009.
Essays On Dynamic Discrete Choice Models
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Author : Selin Akca
language : en
Publisher:
Release Date : 2014
Essays On Dynamic Discrete Choice Models written by Selin Akca and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Three Essays On Semiparametric Models Of Dynamic Discrete Choice Program Evaluation And The College Premium In The Eighties
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Author : Christopher Taber
language : en
Publisher:
Release Date : 1995
Three Essays On Semiparametric Models Of Dynamic Discrete Choice Program Evaluation And The College Premium In The Eighties written by Christopher Taber and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Decision making categories.
Essays On Estimation Of Discrete Choice Models With Endogeneity
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Author : Nese Yildiz
language : en
Publisher:
Release Date : 2005
Essays On Estimation Of Discrete Choice Models With Endogeneity written by Nese Yildiz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.