Man pages for joepowers16/rethinking
Statistical Rethinking book package
| Achehunting | Human forager hunting returns data |
| bangladesh | Bangladesh contraceptive use data |
| chainmode | Find mode of a continuous density estimate |
| chimpanzees | Chimpanzee prosocialty experiment data |
| coeftab | Coefficient tables |
| coeftab.plot | Plots of coefficient tables |
| coerce_index | Build and check integer index variables |
| col.alpha | Color utility functions |
| compare | Compare fit models using WAIC or DIC |
| contour.xyz | Contour plot from equal length x,y,z vectors |
| Crofoot | Capuchin monkey contests |
| dbetabinom | Beta-binomial probability density |
| dens | Density plots |
| dgampois | Gamma-Poisson probability density |
| Dinosaurs | Dinosaur growth data |
| Dissertations | Dissertation page length data |
| dlkjcorr | LKJ correlation matrix probability density |
| dmvnorm2 | Multivariate Gaussian probability density |
| dordlogit | Ordered categorical log-odds probability density |
| dzagamma2 | Zero-augmented gamma probability density |
| dzibinom | Zero-inflated binomial probability density |
| dzipois | Zero-inflated Poisson probability density |
| ensemble | Simulate an ensemble of posterior predictions |
| extract.samples | Collect posterior samples from a fit model |
| Fish | Fishing data |
| foxes | Urban foxes |
| glimmer | glm/glmer formulas to map/map2stan formulas |
| Hoogland | Prairie dog dispersal data |
| HPDI | Confidence/credible intervals from samples |
| Hurricanes | Hurricane fatalities and gender of names |
| image.xyz | Heat map from equal length x,y,z vectors |
| Kline | Oceanic islands data |
| KosterLeckie | Gift exchange data |
| link | Predictions for map and map2stan models |
| log_sum_exp | Rethinking utility functions |
| map | Find maximum a posteriori (MAP) estimates |
| map2stan | Build RStan models from formulas |
| map2stan-class | Class 'map2stan': fitted map2stan Stan model |
| mcreplicate | Multi-core version of replicate |
| milk | Primate milk data |
| pairs.map2stan | Trace plot of map2stan chains |
| plot.map2stan | Trace plot of map2stan chains |
| postcheck | Plot posterior predictive check |
| precis | Precis of model fit |
| progbar | Progress display |
| resample | Resample map2stan fit |
| rethinking | Statistical Rethinking package |
| rethinking-internal | Internal Functions and Methods |
| Rinder | Livestock mortality data |
| sample.naive.posterior | Samples from quadratic posterior densities of models |
| shade | Shade density intervals |
| sim | Simulate posterior observations |
| simplehist | Simple histograms |
| sim.train.test | Simulate in-sample and out-of-sample deviance |
| Trolley | Experimental data on ethical dilemmas |
| UFClefties | Ultimate Fighting Championship matches |
| WaffleDivorce | Waffle House and marriage statistics |
| WAIC | Information Criteria and Pareto-Smoothed Importance Sampling... |
| Wines2012 | Wine tasting scores, Princeton NJ 2012 |
