articleTop 1% cited
Analysis of traffic injury severity: An application of non-parametric classification tree techniques
Accident Analysis & Prevention · 2006 · Vol. 38(5) · pp. 1019–1027
Li-Yen Chang✉(National Chiayi University)Hsiu‐Wen Wang(National Chiayi University)
Traffic and Road SafetyInjury Epidemiology and PreventionTraffic Prediction and Management TechniquesCartDecision treeVariablesLogistic regressionProbitLogitPoison controlRegression analysisVariable (mathematics)Probit model
MeSH terms
Accidents, TrafficAdultAgedDecision TreesFactor Analysis, StatisticalFemaleHumansMaleRegression AnalysisRisk FactorsSeverity of Illness IndexWounds and InjuriesStatistics, Nonparametric
Funding
- National Science Council
Citations
492
FWCI
22.91
field-weighted impact
References
36
Percentile
99%
vs. same field & year
Citations per year
Cited by
The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives
Accident Analysis & Prevention · 2011 · 954 citations
References
Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents
Accident Analysis & Prevention · 2003 · 421 citations
Driver injury severity: an application of ordered probit models
Accident Analysis & Prevention · 2002 · 607 citations
Development of Artificial Neural Network Models to Predict Driver Injury Severity in Traffic Accidents at Signalized Intersections
Transportation Research Record Journal of the Transportation Research Board · 2001 · 300 citations
The independent contribution of driver, crash, and vehicle characteristics to driver fatalities
Accident Analysis & Prevention · 2002 · 460 citations
Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis
Accident Analysis & Prevention · 2002 · 492 citations
Using logistic regression to estimate the influence of accident factors on accident severity
Accident Analysis & Prevention · 2002 · 496 citations
Classification and Regression Trees.
Journal of the American Statistical Association · 1986 · 21,013 citations
Advances in knowledge discovery and data mining
Computers & Mathematics with Applications · 1996 · 2,977 citations
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