A mixed generalized ordered response model for examining pedestrian and bicyclist injury severity level in traffic crashes.

By Naveen Eluru, Chandra R. Bhat, David A. Hensher. Accident Analysis and Prevention, 2008

644 citations recorded by the source corpus.

Subfields: Radiological and Ultrasound Technology, Safety, Risk, Reliability and Quality, Transportation

View Paper: https://www.semanticscholar.org/paper/c974da646135d421621d0c4f3e8fa5b065758c03

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In Radiological and Ultrasound Technology

In Safety, Risk, Reliability and Quality

In Transportation

Citations in the corpus

An empirical assessment of the effects of economic recessions on pedestrian-injury crashes using mixed and latent-class models (2016, background): “…in the data, more recent research has focused on random parameter approaches (Anastasopoulos and Mannering, 2011; Behnood and Mannering, 2015; Eluru et al., 2008; Kim et al., 2013; Milton et al., 2008; Morgan and Mannering, 2011; Venkataraman et al., 2013), latent class models (Behnood et…”
Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review (2014, methodology): “The GOL model is a flexible form of the traditional OL model that relaxes the restriction of constant threshold across the population (Eluru et al., 2008; Eluru, 2013; Srinivasan, 2002).”
A joint econometric framework for modeling crash counts by severity (2018, background): “…Halton sequence to approximate this integral in the likelihood function and maximize the logarithm of the resulting simulated likelihood function across individuals (see Bhat 2001; Eluru, Bhat, and Hensher 2008; Yasmin and Eluru 2013 for examples of Quasi-Monte Carlo approaches in literature).”
Modeling Ordered Choices: A Primer and Recent Developments (2008, neutral): “…(1985)], • Congressional voting on a Medicare bill [McElvey and Zavoina (1975)], • credit ratings [Cheung (1996)], • driver injury severity in car accidents [Eluru et al. (2008)], • drug reactions [Fu et al.(2004)], • duration [Ridder (1990)], • education [Machin and Vignoles (2005), Carneiro…”
Joint Analysis of Injury Severity of Drivers in Two-Vehicle Crashes Accommodating Seat Belt Use Endogeneity (2013, methodology): “Eluru et al. (2010) employed a copula-based approach to model the injury severity of all occupants of the same vehicle.”
Mobility-on-demand versus fixed-route transit systems: An evaluation of traveler preferences in low-income communities (2019, background): “Before a transit agency implements any significant service changes, however, it must carefully evaluate the preferences of residents to assess what types of changes would be better received (Sochor et al., 2015; Durand et al., 2018).”
The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives. (2011, background): “The sequential logit/probit is a generalized version of the ordered logit/probit model, which relaxes the restrictions imposed by standard ordered probability models (Eluru et al., 2008). The generalized standard ordered logit model allows the treatment of the severity thresholds across the ordered ”
Analysis of accident injury-severity outcomes: The zero-inflated hierarchical ordered probit model with correlated disturbances (2018, background): “…ordered probability approaches, in which the observation-specific thresholds are estimated as a function of threshold-specific explanatory variables (Eluru, 2008; Eluru and Yasmin, 2015). where, tj is a threshold-specific constant term, U denotes a vector of explanatory variables determining the…”
A latent variable representation of count data models to accommodate spatial and temporal dependence: application to predicting crash frequency at intersections (2011, background): “…of Equation (1), the thresholds ψ are assumed to be fixed across individuals, though this need not be the case (see Terza, 1985, Pudney and Shields, 2000, King et al., 2004, Kapteyn et al., 2007, Eluru et al., 2008, and King, 2009; see also Greene and Hensher, 2010, Chapter 7 for a discussion).”
The Composite Marginal Likelihood (CML) Inference Approach with Applications to Discrete and Mixed Dependent Variable Models (2014, methodology): “The reader is referred to Greene and Hensher (2010) and Eluru et al. (2008).”
Social Exclusion and the Value of Mobility (2011, positive): “The ordered choice model can also accommodate non-linear effects of any variable on the probabilities associated with each ordered level (see, for example, Eluru et al., 2008).”