Package index • samplr

Sampling Functions Functions for sampling a distribution
`sampler_hmc()`	Hamiltonian Monte-Carlo Sampler (HMC)
`sampler_mc3()`	Metropolis-coupled MCMC sampler (MC3)
`sampler_mchmc()`	Metropolis-Coupled Hamiltonian Monte Carlo (MCHMC)
`sampler_mcrec()`	Metropolis-Coupled Recycled-Momentum HMC Sampler (MCREC)
`sampler_mh()`	Metropolis-Hastings (MH) Sampler
`sampler_rec()`	Recycled-Momentum HMC Sampler (REC)
Other Utilities Other Functions
`Z_identities()`	Z Identities
`Bayesian_Sampler()`	Bayesian Sampler Model
`Mean_Variance()`	Mean Variance Estimates
ABS Functions related to the Autocorrelated Bayesian Sampler
`Zhu23ABS`	Auto-correlated Bayesian Sampler by Zhu (2023)
Diagnostic Tools Functions for calculating various aspects of the sampling process. Most only work with univariate distributions
`calc_PSD()`	Power Spectral Density Calculator
`calc_all()`	Diagnostics Wrapper
`calc_autocorr()`	Autocorrelation Calculator
`calc_levy()`	Levy Flights Calculator
`calc_qqplot()`	QQ-Plot Calculator
`calc_sigma_scaling()`	Sigma Scaling Calculator
`plot_2d_density()`	Density Plotter
`plot_series()`	Series Plotter

Reference