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BRISC (version 1.0.5)

Fast Inference for Large Spatial Datasets using BRISC

Description

Fits bootstrap with univariate spatial regression models using Bootstrap for Rapid Inference on Spatial Covariances (BRISC) for large datasets using nearest neighbor Gaussian processes detailed in Saha and Datta (2018) .

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Version

Install

install.packages('BRISC')

Monthly Downloads

405

Version

1.0.5

License

GPL (>= 2)

Issues

1

Pull Requests

0

Stars

8

Forks

3

Maintainer

Arkajyoti Saha

Last Published

April 29th, 2022

Functions in BRISC (1.0.5)

BRISC_order

Function for ordering coordinates with BRISC
BRISC_prediction

Function for performing prediction with BRISC
BRISC_simulation

Function to simulate data with BRISC
BRISC_neighbor

Function for finding set of nearest neighbors for BRISC
BRISC_estimation

Function for estimation with BRISC
BRISC_decorrelation

Function for decorrelating data with BRISC
BRISC_bootstrap

Function for performing bootstrap with BRISC
BRISC_correlation

Function for simulating correlated data with BRISC
BRISC_variogram.ci

Function for plotting estimated Variogram and confidence region