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stat.ME2025
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.ME2021★ 2 cited
Bayesian equation selection on sparse data for discovery of stochastic dynamical systems
Kushagra Gupta, Dootika Vats, Snigdhansu Chatterjee
Often the underlying system of differential equations driving a stochastic dynamical system is assumed to be known, with inference conditioned on this assumption. We present a Baye…