@article{durand:hal-03138803, TITLE = {{Bayesian nonparametric spatial prior for traffic crash risk mapping: a case study of Victoria, Australia}}, AUTHOR = {Durand, Jean-Baptiste and Forbes, Florence and Phan, Cong Duc and Truong, Long and Nguyen, Hien D and Dama, Fatoumata}, URL = {https://inria.hal.science/hal-03138803}, JOURNAL = {{Australian and New Zealand Journal of Statistics}}, PUBLISHER = {{Wiley}}, SERIES = {Special Issue: Geoff McLachlan Festschrift}, VOLUME = {64}, NUMBER = {2}, PAGES = {171-204}, YEAR = {2022}, MONTH = Jun, DOI = {10.1111/anzs.12369}, KEYWORDS = {Road safety ; Traffic crashes ; Risk mapping ; Bayesian nonparametrics ; Markov random field ; Variational Bayes Expectation-Maximisation algorithm}, PDF = {https://inria.hal.science/hal-03138803v2/file/BNP_Crashes_ANZJ.pdf}, HAL_ID = {hal-03138803}, HAL_VERSION = {v2}, }