D
David Brownstone
Researcher at University of California, Irvine
Publications - 78
Citations - 5793
David Brownstone is an academic researcher from University of California, Irvine. The author has contributed to research in topics: Discrete choice & Missing data. The author has an hindex of 28, co-authored 78 publications receiving 5510 citations. Previous affiliations of David Brownstone include National University of Singapore & University of California.
Papers
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Journal ArticleDOI
Forecasting new product penetration with flexible substitution patterns
David Brownstone,Kenneth Train +1 more
TL;DR: The authors describe and apply choice models, including generalizations of logit called mixed logits, that do not exhibit the restrictive "independence from irrelevant alternatives" property and can approximate any substitution pattern.
Journal ArticleDOI
Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles
TL;DR: The authors compare multinomial logit and mixed logit models for data on California households' revealed and stated preferences for automobiles, and show large heterogeneity in respondents' preferences for alternative-fuel vehicles.
Book ChapterDOI
Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles
TL;DR: The authors compare multinomial logit and mixed logit models for data on California households' revealed and stated preferences for automobiles, and show large heterogeneity in respondents' preferences for alternative-fuel vehicles.
Journal ArticleDOI
Hybrid choice models : Progress and challenges
Moshe Ben-Akiva,Daniel McFadden,Kenneth Train,Joan L. Walker,Chandra R. Bhat,Michel Bierlaire,Denis Bolduc,Axel Boersch-Supan,David Brownstone,David S. Bunch,Andrew Daly,André de Palma,Dinesh Gopinath,Anders Karlström,Marcela Munizaga +14 more
TL;DR: In this paper, the authors discuss the development of predictive choice models that go beyond the random utility model in its narrowest formulation and incorporate several elements of cognitive process that have been identified as important to the choice process.
Journal ArticleDOI
The impact of residential density on vehicle usage and fuel consumption
Jinwon Kim,David Brownstone +1 more
TL;DR: In this article, the authors investigated the impact of residential density on vehicle usage and fuel consumption and found that the effect of the contextual density measure (density in the context of its surrounding area) is quantitatively larger than the sole effect of residential densities.