Add to ORKGGiven the advent of basket-level purchasing data of households, choice modelers are actively engaged in the development of statistical and econometric models of multi-category choice behavior of households. This paper reviews current developments in this area of research, discussing the modeling methodologies that have been used, the empirical findings that have emerged so far, and directions for future research. We also motivate the use of Bayesian methods to overcome the computational challenges involved in estimation
We apply multidimensional item response theory models (MIRT) to analyse multi-category purchase de...
Abstract: Measures of households ’ past behavior, their expectations with respect to future events a...
© 2017, Springer Science+Business Media, LLC. While the study of choices focuses primarily on the in...
Given the advent of basket-level purchasing data of households, choice modelers are actively engaged...
This research concentrates on understanding the dynamic choice behavior of households using economet...
This article provides an integrated utility-maximizing framework for households' multicategory purch...
Direct utility models of consumer choice are reviewed and developed for understanding consumer prefe...
This paper presents a unified model of brand choice and category demand calibrated at the household ...
We present an econometric technique for modeling endogenous selectivity in households’ quantity ou...
This paper introduces new forms, sampling and estimation approaches fordiscrete choice models. The n...
This paper adopts an approach based on the concepts of random utility maximization and builds on the...
Empirical studies on household car ownership have used two types of discrete choice modeling structu...
Empirical studies on household car ownership have used two types of discrete choice modeling structu...
We develop discrete choice models that account for parameter driven preference dynamics. Choice mode...
The emergence of Bayesian methodology has facilitated respondent-level conjoint models, and deriving...
We apply multidimensional item response theory models (MIRT) to analyse multi-category purchase de...
Abstract: Measures of households ’ past behavior, their expectations with respect to future events a...
© 2017, Springer Science+Business Media, LLC. While the study of choices focuses primarily on the in...
Given the advent of basket-level purchasing data of households, choice modelers are actively engaged...
This research concentrates on understanding the dynamic choice behavior of households using economet...
This article provides an integrated utility-maximizing framework for households' multicategory purch...
Direct utility models of consumer choice are reviewed and developed for understanding consumer prefe...
This paper presents a unified model of brand choice and category demand calibrated at the household ...
We present an econometric technique for modeling endogenous selectivity in households’ quantity ou...
This paper introduces new forms, sampling and estimation approaches fordiscrete choice models. The n...
This paper adopts an approach based on the concepts of random utility maximization and builds on the...
Empirical studies on household car ownership have used two types of discrete choice modeling structu...
Empirical studies on household car ownership have used two types of discrete choice modeling structu...
We develop discrete choice models that account for parameter driven preference dynamics. Choice mode...
The emergence of Bayesian methodology has facilitated respondent-level conjoint models, and deriving...
We apply multidimensional item response theory models (MIRT) to analyse multi-category purchase de...
Abstract: Measures of households ’ past behavior, their expectations with respect to future events a...
© 2017, Springer Science+Business Media, LLC. While the study of choices focuses primarily on the in...