Man pages for sthomas522/hmclearn
Fit Statistical Models Using Hamiltonian Monte Carlo
| coef.hmclearn | Extract Model Coefficients |
| diagplots | Diagnostic plots for 'hmclearn' |
| diagplots.hmclearn | Diagnostic plots for 'hmclearn' |
| Drugs | Student Drug Usage Dataset |
| Endometrial | Endometrial Cancer Dataset |
| Gdat | Count of Fresh Gopher Tortoise Shells |
| hmc | Fit a generic model using Hamiltonian Monte Carlo (HMC) |
| hmc.fit | Fitter function for Hamiltonian Monte Carlo (HMC) |
| hmclearn-glm-posterior | Sample log posterior and gradient functions for select... |
| hmclearn-plots | Plotting for MCMC visualization and diagnostics provided by... |
| leapfrog | Leapfrog Algorithm for Hamiltonian Monte Carlo |
| mh | Fit a generic model using Metropolis-Hastings (MH) |
| mh.fit | Fitter function for Metropolis-Hastings (MH) |
| neff | Effective sample size calculation |
| neff.hmclearn | Effective sample size calculation |
| plot.hmclearn | Plot Histograms of the Posterior Distribution |
| predict.hmclearn | Model Predictions for HMC or MH |
| psrf | Calculates Potential Scale Reduction Factor (psrf), also... |
| psrf.hmclearn | Calculates Potential Scale Reduction Factor (psrf), also... |
| qfun | Multivariate Normal Density of Theta1 | Theta2 |
| qprop | Simulate from Multivariate Normal Density for Metropolis... |
| summary.hmclearn | Summarizing HMC Model Fits |
