Other packages > Find by keyword >

spStack  

Bayesian Geostatistics Using Predictive Stacking
View on CRAN: Click here


Download and install spStack package within the R console
Install from CRAN:
install.packages("spStack")

Install from Github:
library("remotes")
install_github("cran/spStack")

Install by package version:
library("remotes")
install_version("spStack", "1.1.2")



Attach the package and use:
library("spStack")
Maintained by
Soumyakanti Pan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-03
Latest Update: 2025-07-14
Description:
Fits Bayesian hierarchical spatial process models for point-referenced Gaussian, Poisson, binomial, and binary data using stacking of predictive densities. It involves sampling from analytically available posterior distributions conditional upon some candidate values of the spatial process parameters and, subsequently assimilate inference from these individual posterior distributions using Bayesian predictive stacking. Our algorithm is highly parallelizable and hence, much faster than traditional Markov chain Monte Carlo algorithms while delivering competitive predictive performance. See Zhang, Tang, and Banerjee (2024) <doi:10.48550/arXiv.2304.12414>, and, Pan, Zhang, Bradley, and Banerjee (2024) <doi:10.48550/arXiv.2406.04655> for details.
How to cite:
Soumyakanti Pan (2024). spStack: Bayesian Geostatistics Using Predictive Stacking. R package version 1.1.2, https://cran.r-project.org/web/packages/spStack. Accessed 21 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:06), 1.0.0 (2024-10-03 20:50), 1.0.1 (2024-10-08 09:00), 1.1.0 (2025-07-12 06:00), 1.1.1 (2025-07-15 00:20), 1.1.2 (2025-10-04 09:30)
Other packages that cited spStack R package
View spStack citation profile
Other R packages that spStack depends, imports, suggests or enhances
Complete documentation for spStack
Functions, R codes and Examples using the spStack R package
Full spStack package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA