MBA - Multilevel B-Spline Approximation
Functions to interpolate irregularly and regularly spaced data using Multilevel B-spline Approximation (MBA). Functions call portions of the SINTEF Multilevel B-spline Library written by Øyvind Hjelle which implements methods developed by Lee, Wolberg and Shin (1997; <doi:10.1109/2945.620490>).
Last updated 5 months ago
cpp
6.58 score 4 stars 26 dependents 283 scripts 2.1k downloadsspBayes - Univariate and Multivariate Spatial-Temporal Modeling
Fits univariate and multivariate spatio-temporal random effects models for point-referenced data using Markov chain Monte Carlo (MCMC). Details are given in Finley, Banerjee, and Gelfand (2015) <doi:10.18637/jss.v063.i13> and Finley and Banerjee <doi:10.1016/j.envsoft.2019.104608>.
Last updated 5 months ago
openblascppopenmp
4.48 score 1 stars 7 dependents 205 scripts 883 downloadsspNNGP - Spatial Regression Models for Large Datasets using Nearest Neighbor Gaussian Processes
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>.
Last updated 5 months ago
openblascppopenmp
2.62 score 6 stars 70 scripts 281 downloads