R: Semiparametric Bayesian Regression Analysis

# Semiparametric Bayesian Regression Analysis

## Documentation for package ‘SeBR’ version 1.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

all_subsets | Compute all subsets of a set
bb | Bayesian bootstrap posterior sampler for the CDF
bgp_bc | Bayesian Gaussian processes with a Box-Cox transformation
blm_bc | Bayesian linear model with a Box-Cox transformation
blm_bc_hs | Bayesian linear model with a Box-Cox transformation and a horseshoe prior
bqr | Bayesian quantile regression
bsm_bc | Bayesian spline model with a Box-Cox transformation
computeTimeRemaining | Estimate the remaining time in the algorithm
concen_hbb | Posterior sampling algorithm for the HBB concentration hyperparameters
contract_grid | Grid contraction
Fz_fun | Compute the latent data CDF
g_bc | Box-Cox transformation
g_fun | Compute the transformation
g_inv_approx | Approximate inverse transformation
g_inv_bc | Inverse Box-Cox transformation
hbb | Hierarchical Bayesian bootstrap posterior sampler
plot_pptest | Plot point and interval predictions on testing data
rank_approx | Rank-based estimation of the linear regression coefficients
sampleFastGaussian | Sample a Gaussian vector using Bhattacharya et al. (2016)
sbgp | Semiparametric Bayesian Gaussian processes
sblm | Semiparametric Bayesian linear model
sblm_hs | Semiparametric Bayesian linear model with horseshoe priors for high-dimensional data
sblm_modelsel | Model selection for semiparametric Bayesian linear regression
sblm_ssvs | Semiparametric Bayesian linear model with stochastic search variable selection
sbqr | Semiparametric Bayesian quantile regression
sbsm | Semiparametric Bayesian spline model
simulate_tlm | Simulate a transformed linear model
sir_adjust | Post-processing with importance sampling
square_stabilize | Numerically stabilize the squared elements
SSR_gprior | Compute the sum-squared-residuals term under Zellner's g-prior
uni.slice | Univariate Slice Sampler from Neal (2008)