Search results for " signalized intersections"

showing 2 items of 2 documents

Modeling traffic safety at urban four leg-signalized intersections

2013

According to the state-of-the-art of the methodologies, the development of safety performance functions (SPFs) for road sections and intersections requires the employment of statistical models to predict expected crash frequencies on the basis of traffic volumes and site characteristics to be surveyed and used as input to models. Nevertheless, literature reports several studies on issues deriving from data features or methodological approaches that may invalidate the efficiency of the models and the accuracy of the estimates. Drawing inspiration from the above mentioned considerations, the objective of this study is to develop safety performance functions for a sample of urban four leg-sign…

EngineeringBasis (linear algebra)urban signalized intersectionsbusiness.industryCrashSample (statistics)Statistical modelTemporal correlationtransportation safetyTransport engineeringcrash analysissafety performance functionTraffic crashSettore ICAR/04 - Strade Ferrovie Ed AeroportiStatistical dispersionCrash databusiness
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Handling Underdispersion in Calibrating Safety Performance Function at Urban, Four-Leg, Signalized Intersections

2011

Poisson basic assumption of equidispersion is often too much restrictive for crash count data; in fact this type of data has been found to often exhibit overdispersion. Underdispersion has been less commonly observed, and this is the reason why it has been less convenient to model directly than overdispersion. Overdispersion and underdispersion are not the only issues that can be a potential source of error in specifying statistical models and that can lead to biased crash-frequency predictions; these issues can derive from data properties (temporal and spatial correlation, time-varying explanatory variables, etc.) or from methodological approach (omitted variables, functional form selectio…

Engineeringbusiness.industryNegative binomial distributionPoison controlTransportationStatistical modelsafety performance function signalized intersections COM-Poisson model under-dispersionPoisson distributionsymbols.namesakeQuasi-likelihoodOverdispersionStatisticssymbolsSettore ICAR/04 - Strade Ferrovie Ed AeroportiPoisson regressionbusinessSafety ResearchCount data
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