Other packages > Find by keyword >

spBPS  

Bayesian Predictive Stacking for Scalable Geospatial Transfer Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spBPS", "0.0-4")



Attach the package and use:
library("spBPS")
Maintained by
Luca Presicce
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-25
Latest Update: 2024-10-25
Description:
Provides functions for Bayesian Predictive Stacking within the Bayesian transfer learning framework for geospatial artificial systems, as introduced in "Bayesian Transfer Learning for Artificially Intelligent Geospatial Systems: A Predictive Stacking Approach" (Presicce and Banerjee, 2024) <doi:10.48550/arXiv.2410.09504>. This methodology enables efficient Bayesian geostatistical modeling, utilizing predictive stacking to improve inference across spatial datasets. The core functions leverage 'C++' for high-performance computation, making the framework well-suited for large-scale spatial data analysis in parallel and distributed computing environments. Designed for scalability, it allows seamless application in computationally demanding scenarios.
How to cite:
Luca Presicce (2024). spBPS: Bayesian Predictive Stacking for Scalable Geospatial Transfer Learning. R package version 0.0-4, https://cran.r-project.org/web/packages/spBPS. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:06), 0.0-4 (2024-10-25 11:20), 1.0-1 (2026-03-19 16:30)
Other packages that cited spBPS R package
View spBPS citation profile
Other R packages that spBPS depends, imports, suggests or enhances
Complete documentation for spBPS
Functions, R codes and Examples using the spBPS R package
Full spBPS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
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  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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