Bayesian Spectral Analysis Models using Gaussian Process Priors

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Documentation for package ‘bsamGP’ version 1.2.5

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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