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 25 Jun. 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)
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

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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