Function reference

All functions

Fz_fun()

Compute the latent data CDF

bgp_bc()

Bayesian Gaussian processes with a Box-Cox transformation

blm_bc()

Bayesian linear model with a Box-Cox transformation

bqr()

Bayesian quantile regression

bsm_bc()

Bayesian spline model with a Box-Cox transformation

computeTimeRemaining()

Estimate the remaining time in the MCMC based on previous samples

contract_grid()

Grid contraction

g_bc()

Box-Cox transformation

g_fun()

Compute the transformation

g_inv_approx()

Approximate inverse transformation

g_inv_bc()

Inverse Box-Cox transformation

plot_pptest()

Plot point and interval predictions on testing data

rank_approx()

Rank-based estimation of the linear regression coefficients

sbgp()

Semiparametric Bayesian Gaussian processes

sblm()

Semiparametric Bayesian linear model

sbqr()

Semiparametric Bayesian quantile regression

sbsm()

Semiparametric Bayesian spline model

simulate_tlm()

Simulate a transformed linear model

sir_adjust()

Post-processing with importance sampling

uni.slice()

Univariate Slice Sampler from Neal (2008)