Author: Selin Akca
Publisher:
ISBN:
Category :
Languages : en
Pages : 131
Book Description
Essays on Dynamic Discrete Choice Models
Author: Selin Akca
Publisher:
ISBN:
Category :
Languages : en
Pages : 131
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 131
Book Description
Essays on the Discrete Choice Model
Author: Aiyong Zhu
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
Essays on Dynamic Discrete Choice Models
Author: Eliza Da Silva Gomes
Publisher:
ISBN:
Category :
Languages : en
Pages :
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages :
Book Description
Essays on Discrete Choice Models
Author: Wei Song
Publisher:
ISBN:
Category :
Languages : en
Pages : 162
Book Description
This dissertation focuses on the identification and estimation of discrete choice models. In practice, if the error term is independent of the covariates and follows some known distribu- tion, the discrete choice model is usually estimated using some parametric estimator, such as Probit and Logit. However, when the distribution of the error is unknown, misspecification would in general cause the estimators inconsistent even if the independence between the covariates and the error still holds. The two chapters relax the assumptions on the error distribution in the discrete choice models and propose semiparametric estimators.
Publisher:
ISBN:
Category :
Languages : en
Pages : 162
Book Description
This dissertation focuses on the identification and estimation of discrete choice models. In practice, if the error term is independent of the covariates and follows some known distribu- tion, the discrete choice model is usually estimated using some parametric estimator, such as Probit and Logit. However, when the distribution of the error is unknown, misspecification would in general cause the estimators inconsistent even if the independence between the covariates and the error still holds. The two chapters relax the assumptions on the error distribution in the discrete choice models and propose semiparametric estimators.
Three Essays on Discrete Choice Modeling with Latent Constructs
Author: Yutaka Motoaki
Publisher:
ISBN:
Category :
Languages : en
Pages : 246
Book Description
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.
Publisher:
ISBN:
Category :
Languages : en
Pages : 246
Book Description
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.
Essays on Estimation of Discrete Choice Models with Endogeneity
Author: Nese Yildiz
Publisher:
ISBN:
Category :
Languages : en
Pages : 298
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 298
Book Description
Essays on the Simulation-based Estimation of Dynamic Discrete Choice Models
Author: Ben Waltmann
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
Three Essays on the Application of Discrete Choice Models with Discrete-continuous Heterogeneity Distributions
Author: Chen Wang
Publisher:
ISBN:
Category :
Languages : en
Pages : 226
Book Description
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.
Publisher:
ISBN:
Category :
Languages : en
Pages : 226
Book Description
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.
Three Essays on Semiparametric Models of Dynamic Discrete Choice, Program Evaluation, and the College Premium in the Eighties
Author: Christopher Taber
Publisher:
ISBN:
Category : Decision making
Languages : en
Pages : 242
Book Description
Publisher:
ISBN:
Category : Decision making
Languages : en
Pages : 242
Book Description
Essays on life cycle dynastic discrete choice models
Author: Mehmet Ali Soytas
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
Book Description