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- Nataliya V Malyshkina, Fred L Mannering, Andrew P Tarko
- Accident; analysis and prevention
- 2009

In this paper, two-state Markov switching models are proposed to study accident frequencies. These models assume that there are two unobserved states of roadway safety, and that roadway entities (roadway segments) can switch between these states over time. The states are distinct, in the sense that in the different states accident frequencies are generated… (More)

- Nataliya V Malyshkina, Fred L Mannering
- Accident; analysis and prevention
- 2010

In this study, a two-state Markov switching count-data model is proposed as an alternative to zero-inflated models to account for the preponderance of zeros sometimes observed in transportation count data, such as the number of accidents occurring on a roadway segment over some period of time. For this accident-frequency case, zero-inflated models assume… (More)

- Nataliya V Malyshkina, Fred L Mannering
- Accident; analysis and prevention
- 2009

In this study, two-state Markov switching multinomial logit models are proposed for statistical modeling of accident-injury severities. These models assume Markov switching over time between two unobserved states of roadway safety as a means of accounting for potential unobserved heterogeneity. The states are distinct in the sense that in different states… (More)

- Nataliya V Malyshkina, Fred L Mannering
- Accident; analysis and prevention
- 2010

Compliance to standardized highway design criteria is considered essential to ensure roadway safety. However, for a variety of reasons, situations arise where exceptions to standard-design criteria are requested and accepted after review. This research explores the impact that such design exceptions have on the frequency and severity of highway accidents in… (More)

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