50 citations · 81 across the 6 of their papers we have counts for
3 papers · 1 filter
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.…
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…
Quasi-likelihood for Spatial Point Processes
Yongtao Guan, Abdollah Jalilian, Rasmus Waagepetersen
Fitting regression models for intensity functions of spatial point processes is of great interest in ecological and epidemiological studies of association between spatially referen…