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bsamGP README

Authors

* Seongil Jo <statjs@jbnu.ac.kr>
* Taeryon Choi <trchoi@korea.ac.kr>
* Beomjo Park <beomjop@alumni.cmu.edu>
* Peter J. Lenk <plenk@umich.edu>

Acknowledgments

* Research of Seongil Jo was supported by Basic Science Research Program
through the National Research Foundation of Korea (NRF) funded by
the Ministry of Education (NRF-2017R1D1A3B03035235)

* Research of Taeryon Choi was supported by Basic Science Research Program
through the National Research Foundation of Korea (NRF) funded by
the Ministry of Education (NRF-2016R1D1A1B03932178)

Changelog

* v1.0.1 -- 1.0.2
	* Add missing dependencies to src/Makevars. (Thanks to Prof. Brian Ripley)

* v1.1.0
	* Change input UI to R formula.
	* Add S3methods : predict, summary
	* Clean plot method.

* v1.1.1 -- 1.1.3
	* Separate predictbsam & predictgbsam : BUGFIX
	* Add verbose option.
	* Minor Bug fix
	
* v.1.2.0 -- 1.2.6
	* Supports Multiple extreme shapes for bsar() and bsaq()
	* Supports scalable regression function bsarBig()
	* Memory bug fix
* Minor bug fix
* gcc/gfortran 12 compatibility check

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Version

Install

install.packages('bsamGP')

Monthly Downloads

401

Version

1.2.6

License

GPL (>= 2)

Maintainer

Beomjo Park

Last Published

April 3rd, 2025

Functions in bsamGP (1.2.6)

bsardpm

Bayesian Shape-Restricted Spectral Analysis Regression with Dirichlet Process Mixture Errors
bsaqdpm

Bayesian Shape-Restricted Spectral Analysis Quantile Regression with Dirichlet Process Mixture Errors
bsar

Bayesian Shape-Restricted Spectral Analysis Regression
fitted.bsad

Compute fitted values for a bsad object
bsad

Bayesian Semiparametric Density Estimation
bsaq

Bayesian Shape-Restricted Spectral Analysis Quantile Regression
fitted.bsam

Compute fitted values for a bsam object
gblr

Generalized Bayesian Linear Models
fitted.bsamdpm

Compute fitted values for a bsamdpm object
cadmium

Cadmium dose-response meta data
fitted.blm

Compute fitted values for a blm object
fs

Specify a Fourier Basis Fit in a BSAM Formula
plot.fitted.bsam

Plot a fitted.bsam object
plot.bsamdpm

Plot a bsamdpm object
gbsar

Bayesian Shape-Restricted Spectral Analysis for Generalized Partial Linear Models
plot.bsad

Plot a bsad object
plot.fitted.bsamdpm

Plot a fitted.bsamdpm object
plot.bsam

Plot a bsam object
Elec.demand

Electricity demand data
plot.fitted.bsad

Plot a fitted.bsad object
London.Mortality

Daily Moratlity in London
blr

Bayesian Linear Regression
predict.bsamdpm

Predict method for a bsamdpm object
rald

The asymmetric Laplace distribution
intgrat

Numerical integration using a simple Trapezoidal rule
predict.blm

Predict method for a blm object
predict.bsam

Predict method for a bsam object
intsim

Numerical integration using Simpson's rule
plasma

A Data Set for Plasma Levels of Retinol and Beta-Carotene
plot.blm

Plot a blm object
traffic

Monthly traffic accidents data
wage.union

Wage-Union data
bsarBig

Bayesian Spectral Analysis Regression for Big data
blq

Bayesian Quantile Regression