Discrete Choice Models

Discrete Choice Models is a class of statistical models used in econometrics that analyze individual decision-making behavior by specifying the probability of selecting among a finite set of mutually exclusive alternatives, distinguished by their reliance on observed and unobserved heterogeneity in preferences and choice attributes.

11.6K

Publications

825.6K

Citations

18.1K

Authors

4.3K

Institutions

Publications per year

2017–2026

3.1K

Variants

Discrete Choice Analysis

Parents

Econometrics

Children

Alternative-specific ConstantsAuction Choice ModelsConsumer Demand DiscretizationDynamic Discrete Choice ModelsLabor Force Participation ModelsModels Of EntryModels Of ExitPanel Discrete Choice ModelsRandom Coefficients LogitRandom Parameter Models

Publications

11.6K

Conditional logit analysis of qualitative choice behavior

Daniel McFadden · eScholarship (California Digital Library) · 1972 · 14K citations

Business, Decision Sciences, Economics +14

Interaction terms in logit and probit models

Chunrong Ai, Edward C. Norton · Economics Letters · 2003 · 5.8K citations

Social Sciences, Economics, Microeconomics +11

Discrete Choice Analysis: Theory and Application to Travel Demand.

Mark Uncles, Moshe Ben‐Akiva, Steven R. Lerman · Journal of the Operational Research Society · 1987 · 5.6K citations

Planning, Economics, Transportation Planning +14

Toward a positive theory of consumer choice

Richard H. Thaler · Journal of Economic Behavior & Organization · 1980 · 5.6K citations

Social Sciences, Economics, Marketing +14

Mixed MNL models for discrete response

Daniel McFadden, Kenneth Train · Journal of Applied Econometrics · 2000 · 4.1K citations

Social Sciences, Economics, Decision Theory +12

1–5 of 11.6K

Authors

18.1K

JJ
Jordan J. Louviere
University of Technology Sydney, Australia
90 publications · 18.8K citations
60
h-index
DA
David A. Hensher
The University of Sydney, Australia
133 publications · 13.8K citations
55
h-index
CR
Chandra R. Bhat
The University of Texas at Austin, United States
85 publications · 10.6K citations
48
h-index
RS
Riccardo Scarpa
University of Waikato, New Zealand
64 publications · 8.6K citations
40
h-index
MB
Moshe Ben‐Akiva
Massachusetts Institute of Technology, United States
73 publications · 12.6K citations
40
h-index

1–5 of 18.1K

Institutions

4.3K

1–8 of 4.3K

Venues

Journal of Marketing Research
256 publications · 29.1K citations
82
h-index
Marketing Science
157 publications · 21.3K citations
77
h-index
Transportation Research Part B Methodological
179 publications · 22K citations
75
h-index
Transportation Research Record Journal of the Transportation Research Board
TRR · 460 publications · 22.1K citations
74
h-index
American Journal of Agricultural Economics
148 publications · 21K citations
68
h-index

1–5