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 13 Mar. 2026.
Previous versions and publish date:
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

gtop  
Game-Theoretically OPtimal (GTOP) Reconciliation Method
In hierarchical time series (HTS) forecasting, the hierarchical relation between multiple time serie ...
Download / Learn more Package Citations See dependency  
Rlabkey  
Data Exchange Between R and 'LabKey' Server
The 'LabKey' client library for R makes it easy for R users to load live data from a 'LabKey' Serve ...
Download / Learn more Package Citations See dependency  
coalitions  
Bayesian "Now-Cast" Estimation of Event Probabilities in Multi-Party Democracies
An implementation of a Bayesian framework for the opinion poll based estimation of event probabilit ...
Download / Learn more Package Citations See dependency  
bzinb  
Bivariate Zero-Inflated Negative Binomial Model Estimator
Provides a maximum likelihood estimation of Bivariate Zero-Inflated Negative Binomial (BZINB) model ...
Download / Learn more Package Citations See dependency  
beezdemand  
Behavioral Economic Easy Demand
Facilitates many of the analyses performed in studies of behavioral economic demand. The package su ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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