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stat.ME2020
Exact and computationally efficient Bayesian inference for generalized Markov modulated Poisson processes
Flavio B. Gonçalves, Livia M. Dutra, Roger W. C. Silva
Statistical modeling of point patterns is an important and common problem in several areas. The Poisson process is the most common process used for this purpose, in particular, its…
stat.ME2020
Multivariate Log-Skewed Distributions with normal kernel and their Applications
Marina M. de Queiroz, Rosangela H. Loschi, Roger W. C. Silva
We introduce two classes of multivariate log skewed distributions with normal kernel: the log canonical fundamental skew-normal (log-CFUSN) and the log unified skew-normal (log-SUN…