Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes

<b>poLCA</b>: An<i>R</i>Package for Polytomous Variable Latent Class Analysis

Drew A. Linzer, Jeffrey B. Lewis · Journal of Statistical Software · 2011 · 1.4K citations · Full text

Bayesian Statistics, Latent Modeling, Mixture Analysis +14

Unobserved heterogeneity and the statistical analysis of highway accident data

Fred Mannering, Venky Shankar, Chandra R. Bhat · Analytic Methods in Accident Research · 2016 · 1.2K citations

Engineering, Data Science, Accident Investigation +8

Analytic methods in accident research: Methodological frontier and future directions

Fred Mannering, Chandra R. Bhat · Analytic Methods in Accident Research · 2013 · 1.1K citations

Engineering, Accident Investigation, Accident Research +7

Highway accident severities and the mixed logit model: An exploratory empirical analysis

John Milton, Venky Shankar, Fred Mannering · Accident Analysis & Prevention · 2007 · 820 citations

Exploratory Empirical Analysis, Highway Accident Severities, Engineering +10

Latent class models for clustering : a comparison with K-means

Jay Magidson, Jeroen K. Vermunt · Data Archiving and Networked Services (DANS) · 2002 · 759 citations

Clustering Technique, Document Clustering, Latent Modeling +13