Multivariate Count Models

Multivariate Count Models is a statistical modeling framework that extends univariate count models by simultaneously analyzing multiple correlated count outcomes, accounting for interdependencies among them through joint distribution specifications.

155

Publications

8.9K

Citations

385

Authors

249

Institutions

Publications per year

2017–2026

Parents

Count Data Models

Publications

155

Modelling area-wide count outcomes with spatial correlation and heterogeneity: An analysis of London crash data

Mohammed Quddus · Accident Analysis & Prevention · 2008 · 422 citations · Full text

Social Sciences, Urban Studies, Spatial Analysis +15

A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods

Jianming Ma, Kara M. Kockelman, Paul Damien · Accident Analysis & Prevention · 2007 · 397 citations

Business, Biostatistics, Injury Prevention +16

The Analysis of Multidimensional Contingency Tables

Stephen E. Fienberg · Ecology · 1970 · 350 citations

Life Sciences, Biostatistics, Ecology +12

The multivariate Poisson-log normal distribution

J. M. AITCHISON, Chih-Hsiang Ho · Biometrika · 1989 · 345 citations

Natural Sciences, Mathematics, Statistical Computing +14

Multivariate Poisson-Lognormal Models for Jointly Modeling Crash Frequency by Severity

Eun Sug Park, Dominique Lord · Transportation Research Record Journal of the Transportation Research Board · 2007 · 297 citations

Natural Sciences, Risk Management, Risk Assessment +16

1–5 of 155

Authors

385

CR
Chandra R. Bhat
The University of Texas at Austin, United States
5 publications · 256 citations
5
h-index
UB
Ulf Böckenholt
University of Illinois Urbana-Champaign, United States
4 publications · 107 citations
4
h-index
DK
Dimitris Karlis
Athens University of Economics and Business, Greece
4 publications · 163 citations
4
h-index
TB
Thomas Bauer
RWI – Leibniz Institute for Economic Research, Germany
4 publications · 212 citations
4
h-index
PK
Pravin K. Trivedi
Indiana University Bloomington, United States
3 publications · 299 citations
3
h-index

1–5 of 385

Institutions

249

1–8 of 249

Venues

SSRN Electronic Journal
Repository · 8 publications · 151 citations
8
h-index
Transportation Research Record Journal of the Transportation Research Board
TRR · 6 publications · 726 citations
6
h-index
Analytic Methods in Accident Research
5 publications · 510 citations
5
h-index
Statistics in Medicine
4 publications · 98 citations
4
h-index
Journal of Applied Statistics
4 publications · 93 citations
4
h-index

1–5