# Bayesian Spectral Analysis Models using Gaussian Process Priors

## Documentation for package ‘bsamGP’ version 1.2.3

- DESCRIPTION file.

## Help Pages

blq | Bayesian Quantile Regression
blr | Bayesian Linear Regression
bsad | Bayesian Semiparametric Density Estimation
bsaq | Bayesian Shape-Restricted Spectral Analysis Quantile Regression
bsaqdpm | Bayesian Shape-Restricted Spectral Analysis Quantile Regression with Dirichlet Process Mixture Errors
bsar | Bayesian Shape-Restricted Spectral Analysis Regression
bsarBig | Bayesian Spectral Analysis Regression for Big data
bsardpm | Bayesian Shape-Restricted Spectral Analysis Regression with Dirichlet Process Mixture Errors
cadmium | Cadmium dose-response meta data
Elec.demand | Electricity demand data
fitted.blm | Compute fitted values for a blm object
fitted.bsad | Compute fitted values for a bsad object
fitted.bsam | Compute fitted values for a bsam object
fitted.bsamdpm | Compute fitted values for a bsamdpm object
fs | Specify a Fourier Basis Fit in a BSAM Formula
gblr | Generalized Bayesian Linear Models
gbsar | Bayesian Shape-Restricted Spectral Analysis for Generalized Partial Linear Models
intgrat | Numerical integration using a simple Trapezoidal rule
intsim | Numerical integration using Simpson's rule
London.Mortality | Daily Moratlity in London
plasma | A Data Set for Plasma Levels of Retinol and Beta-Carotene
plot.blm | Plot a blm object
plot.bsad | Plot a bsad object
plot.bsam | Plot a bsam object
plot.bsamdpm | Plot a bsamdpm object
plot.fitted.bsad | Plot a fitted.bsad object
plot.fitted.bsam | Plot a fitted.bsam object
plot.fitted.bsamdpm | Plot a fitted.bsamdpm object
predict.blm | Predict method for a blm object
predict.bsam | Predict method for a bsam object
predict.bsamdpm | Predict method for a bsamdpm object
rald | The asymmetric Laplace distribution
traffic | Monthly traffic accidents data
wage.union | Wage-Union data