Sudipto Banerjee
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Research

Multivariate spatial processes

Bayesian modeling of multivariate spatial-temporal processes with applications.

Spatial survival analysis

Modeling and analysis for spatially-referenced survival data.

Spatial gradients

Bayesian inference on spatial gradients and detecting zones of rapid change.

Spatial ‘BIG DATA’

Modeling and inference for large, or massive, spatial-temporal data sets

Disease mapping

Bayesian disease mapping and spatial boundary analysis.

Mechanistic systems

Bayesian modeling and statistical learning from mechanistic systems

Statistical innovation in science

Case studies

Statistical computing

Computational methods, algorithms and statistical software development.

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