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Sparse Poisson Log Normal Model for Zero-Inflated Multivariate Count Data
The Zero-Inflated Poisson Log-Normal model (ZIPLN) is a model for count data with excess zeros. It assumes that the observed zeros come …
KIOYE Togo Jean Yves, Grollemund P.M, Chauvet J, Chassard C
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Sparse inference in poisson log-normal model by approximating the L0-norm
Variable selection methods are required in practical statistical modeling, to identify and include only the most relevant predictors, …
KIOYE Togo Jean Yves, Grollemund P.M, Chauvet J, Druilhet P, Saint-Loubert-Bie E, Chassard C
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Sparse inference in poisson log-normal model by approximating the L0-norm
THE ALPHA-SKEW HYPERBOLIC SECANT DISTRIBUTION WITH APPLICATIONS TO AN ASTRONOMICAL DATASET
This work demonstrates the attractivity of the alpha-skew hyperbolic secant distribution, a new skewed distribution based on the …
KIOYE Togo Jean Yves, Chesneau C, Toibourani E, Korkmaz M. Ç
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THE ALPHA-SKEW HYPERBOLIC SECANT DISTRIBUTION WITH APPLICATIONS TO AN ASTRONOMICAL DATASET