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bsamGP
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", "1.2.5")
Attach the package and use:
library("bsamGP")
Maintained by
Beomjo Park
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-05
Latest Update: 2022-03-17
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 1.2.5, https://cran.r-project.org/web/packages/bsamGP. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Other R packages that bsamGP depends,
imports, suggests or enhances
Complete documentation for bsamGP
Functions, R codes and Examples using
the bsamGP R package
Some associated functions: Elec.Demand . London.Mortality . blq . blr . bsad . bsaq . bsaqdpm . bsar . bsarBig . bsardpm . cadmium . fitted.blm . fitted.bsad . fitted.bsam . fitted.bsamdpm . fs . gblr . gbsar . intgrat . intsim . plasma . plot.blm . plot.bsad . plot.bsam . plot.bsamdpm . plot.fitted.bsad . plot.fitted.bsam . plot.fitted.bsamdpm . predict.blm . predict.bsam . predict.bsamdpm . rald . traffic . wage.union .
Some associated R codes: blq.R . blr.R . bsad.R . bsaq.R . bsaqdpm.R . bsar.R . bsarBig.R . bsardpm.R . fitted.blm.R . fitted.bsad.R . fitted.bsam.R . fitted.bsamdpm.R . fs.R . gblr.R . gbsar.R . hidden.R . intgrat.R . intsim.R . plot.blm.R . plot.bsad.R . plot.bsam.R . plot.bsamdpm.R . plot.fitted.bsad.R . plot.fitted.bsam.R . plot.fitted.bsamdpm.R . predict.blm.R . predict.bsam.R . predict.bsamdpm.R . print.blm.R . print.bsad.R . print.bsam.R . print.bsamdpm.R . print.summary.blm.R . print.summary.bsad.R . print.summary.bsam.R . print.summary.bsamdpm.R . rald.R . summary.blm.R . summary.bsad.R . summary.bsam.R . summary.bsamdpm.R . Full bsamGP package functions and examples
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