Bayesian estimation of mixed multinomial logit models: Advances and simulation-based evaluations

P Bansal, R Krueger, M Bierlaire, RA Daziano… - … Research Part B …, 2020 - Elsevier
Variational Bayes (VB) methods have emerged as a fast and computationally-efficient
alternative to Markov chain Monte Carlo (MCMC) methods for scalable Bayesian estimation …

Flexible customer willingness to pay for bundled smart home energy products and services

RA Daziano - Resource and Energy Economics, 2020 - Elsevier
Energy markets are rapidly changing with smarter, connected, more reliable infrastructure
and cleaner generation on the supply side, and more choice, greater control and enhanced …

Mixing distributions of tastes with a Combination of Nested Logit (CoNL) kernel: Formulation and performance analysis

F Tinessa, V Marzano, A Papola - Transportation Research Part B …, 2020 - Elsevier
This paper explores the potential of a special instance of the Combination of Random Utility
Models (CoRUM; Papola, 2016), termed Combination of Nested Logit (CoNL), as kernel …

A generalized continuous-multinomial response model with a t-distributed error kernel

S Dubey, P Bansal, RA Daziano, E Guerra - Transportation Research Part …, 2020 - Elsevier
In multinomial response models, idiosyncratic variations in the indirect utility are generally
modeled using Gumbel or normal distributions. This study makes a strong case to substitute …

Preferences for air quality improvement in China: Evidence from discrete choice experiments

H Wu - 2020 - eprints.soton.ac.uk
Outdoor air pollution is one of the most detrimental issues to human health, and has
triggered massive concern in many cities globally. Due to the public nature of the good …