2 papers
stat.ME2026
Scalable Bayesian inference for high-dimensional mixed-type multivariate spatial data
Arghya Mukherjee, Arnab Hazra, Dootika Vats
Spatial generalized linear mixed-effects models are popularly used to analyze spatially indexed univariate responses. However, with modern technology, it is common to observe vecto…
stat.CO2026
Hamiltonian Monte Carlo for (Physics) Dummies
Arghya Mukherjee, Dootika Vats
Sampling-based inference has seen a surge of interest in recent years. Hamiltonian Monte Carlo (HMC) has emerged as a powerful algorithm that leverages concepts from Hamiltonian dy…