45 citations · 341 across the 31 of their papers we have counts for
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Joint species distribution models with imperfect detection for high-dimensional spatial data
Jeffrey W. Doser, Andrew O. Finley, Sudipto Banerjee
Determining spatial distributions of species and communities are key objectives of ecology and conservation. Joint species distribution models use multi-species detection-nondetect…
bayesassurance: An R package for calculating sample size and Bayesian assurance
Jane Pan, Sudipto Banerjee
We present a bayesassurance R package that computes the Bayesian assurance under various settings characterized by different assumptions and objectives. The package offers a constr…
Nonstationary Spatial Process Models with Spatially Varying Covariance Kernels
Sébastien Coube-Sisqueille, Sudipto Banerjee, Benoît Liquet
Building spatial process models that capture nonstationary behavior while delivering computationally efficient inference is challenging. Nonstationary spatially varying kernels (se…