spNNGP

Spatial Regression Models for Large Datasets using Nearest Neighbor Gaussian Processes

CRAN Package

Fits univariate Bayesian spatial regression models for large datasets using Nearest Neighbor Gaussian Processes (NNGP) detailed in Finley, Datta, Banerjee (2022) doi:10.18637/jss.v103.i05, Finley, Datta, Cook, Morton, Andersen, and Banerjee (2019) doi:10.1080/10618600.2018.1537924, and Datta, Banerjee, Finley, and Gelfand (2016) doi:10.1080/01621459.2015.1044091.

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  • Depends3 packages