Detailed Information
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
Bayesian analysis for the bivariate Poisson regression model: Applications to road safety countermeasures
- Issue Date
- Jul-2012
- Publisher
- 한국데이터정보과학회
- Keywords
- Accident prediction model; bivariate Poisson distribution; Gibbs sampler; Metropolis-Hastings algorithm; safety countermeasure
- Citation
- 한국데이터정보과학회지, v.23, no.4, pp.851 - 858
- Indexed
- KCI
- Journal Title
- 한국데이터정보과학회지
- Volume
- 23
- Number
- 4
- Start Page
- 851
- End Page
- 858
- ISSN
- 1598-9402
- Abstract
- We consider a bivariate Poisson regression model to analyze discrete count data when two dependent variables are present. We estimate the regression coefficients associated with several safety countermeasures. We use Markov chain and Monte Carlo techniques to execute some computations. A simulation and real data analysis are performed to demonstrate model fitting performances of the proposed model.
- Files in This Item
- Go to Link
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
Related Researcher
- Kim, Seong Wook
- ERICA 과학기술융합대학 (ERICA 수리데이터사이언스학과)