Other packages > Find by keyword >

BSPBSS  

Bayesian Spatial Blind Source Separation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BSPBSS", "1.0.6")



Attach the package and use:
library("BSPBSS")
Maintained by
Ben Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-02
Latest Update: 2022-11-25
Description:
Gibbs sampling for Bayesian spatial blind source separation (BSP-BSS). BSP-BSS is designed for spatially dependent signals in high dimensional and large-scale data, such as neuroimaging. The method assumes the expectation of the observed images as a linear mixture of multiple sparse and piece-wise smooth latent source signals, and constructs a Bayesian nonparametric prior by thresholding Gaussian processes. Details can be found in our paper: Wu et al. (2022+) "Bayesian Spatial Blind Source Separation via the Thresholded Gaussian Process" .
How to cite:
Ben Wu (2022). BSPBSS: Bayesian Spatial Blind Source Separation. R package version 1.0.6, https://cran.r-project.org/web/packages/BSPBSS. Accessed 27 Oct. 2026.
Previous versions and publish date:
1.0.2 (2022-09-02 09:50), 1.0.3 (2022-09-18 05:06), 1.0.4 (2022-10-01 16:40), 1.0.5 (2022-11-25 08:20), (2026-07-09 07:58)
Other packages that cited BSPBSS R package
View BSPBSS citation profile
Other R packages that BSPBSS depends, imports, suggests or enhances
Complete documentation for BSPBSS
Functions, R codes and Examples using the BSPBSS R package
Some associated functions: init_bspbss . levelplot2D . mcmc_bspbss . output_nii . pre_nii . sim_2Dimage . sum_mcmc_bspbss . 
Some associated R codes: ICA_imax.R . RcppExports.R . create.2D.image.R . init_bspbss.R . levelplot2D.R . mcmc_bspbss.R . output_nii.R . pre_nii.R . sim_2Dimage.R . sum_mcmc_bspbss.R .  Full BSPBSS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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