Compare Human Performance to Sampling Algorithms
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Documentation for package ‘samplr’ version 1.0.0
Help Pages
| Bayesian_Sampler | Bayesian Sampler Model |
| calc_all | Diagnostics Wrapper |
| calc_autocorr | Autocorrelation Calculator |
| calc_levy | Levy Flights Calculator |
| calc_PSD | Power Spectral Density Calculator |
| calc_qqplot | QQ-Plot Calculator |
| calc_sigma_scaling | Sigma Scaling Calculator |
| Mean_Variance | Mean Variance Estimates |
| plot_2d_density | Density Plotter |
| plot_series | Series Plotter |
| 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) |
| Zhu23ABS | Auto-correlated Bayesian Sampler by Zhu (2023) |
| Z_identities | Z Identities |