Other packages > Find by keyword >

bsamGP  

Bayesian Spectral Analysis Models using Gaussian Process Priors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bsamGP", "1.2.7")



Attach the package and use:
library("bsamGP")
Maintained by
Beomjo Park
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-05
Latest Update: 2025-07-18
Description:
Contains functions to perform Bayesian inference using a spectral analysis of Gaussian process priors. Gaussian processes are represented with a Fourier series based on cosine basis functions. Currently the package includes parametric linear models, partial linear additive models with/without shape restrictions, generalized linear additive models with/without shape restrictions, and density estimation model. To maximize computational efficiency, the actual Markov chain Monte Carlo sampling for each model is done using codes written in FORTRAN 90. This software has been developed using funding supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (no. NRF-2016R1D1A1B03932178 and no. NRF-2017R1D1A3B03035235).
How to cite:
Beomjo Park (2017). bsamGP: Bayesian Spectral Analysis Models using Gaussian Process Priors. R package version 1.2.7, https://cran.r-project.org/web/packages/bsamGP. Accessed 09 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:23), 1.0.1 (2017-08-06 11:31), 1.0 (2017-08-05 12:25), 1.1.0 (2017-10-22 16:15), 1.1.1 (2017-11-27 05:21), 1.1.2 (2018-01-03 17:37), 1.2.0 (2018-06-10 08:04), 1.2.1 (2018-06-15 15:10), 1.2.2 (2019-07-29 17:00), 1.2.3 (2020-03-21 18:50), 1.2.4 (2022-03-17 21:40), 1.2.5 (2024-03-18 09:10), 1.2.6 (2025-04-03 06:00)
Other packages that cited bsamGP R package
View bsamGP citation profile
Other R packages that bsamGP depends, imports, suggests or enhances
Complete documentation for bsamGP
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
separationplot  
Separation Plots
Visual representations of model fit or predictive success in the form of "separation plots." See Gr ...
Download / Learn more Package Citations See dependency  
baffle  
Make Waffle Plots with Base Graphics
Waffle plots are rectangular pie charts that represent a quantity or abundances using colored squar ...
Download / Learn more Package Citations See dependency  
TRMF  
Temporally Regularized Matrix Factorization
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputi ...
Download / Learn more Package Citations See dependency  
githubinstall  
A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub. ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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