3 papers
stat.ME2024
A note on Bayesian R-squared for generalized additive mixed models
Abdollah Jalilian, Aki Vehtari, Luigi Sedda
We present a novel Bayesian framework to decompose the posterior predictive variance in a fitted Generalized Additive Mixed Model (GAMM) into explained and unexplained components.…
stat.ME2024
Composite likelihood inference for space-time point processes
Abdollah Jalilian, Francisco Cuevas-Pacheco, Ganggang Xu +1
The dynamics of a rain forest is extremely complex involving births, deaths and growth of trees with complex interactions between trees, animals, climate, and environment. We consi…
math.PR2024
A central limit theorem for a sequence of conditionally centered random fields
Abdollah Jalilian, Arnaud Poinas, Ganggang Xu +1
A central limit theorem is established for a sum of random variables belonging to a sequence of random fields. The fields are assumed to have zero mean conditional on the past hist…