Man pages for abnormally-distributed/abdisttools
Random Functions for Personal Use
| akaike_weights | Calculate model weights for AIC, BIC, DIC, etc. |
| axes_3D | Draw 3D Axes |
| axis_labs_3D | 3D Axis Numbering |
| bayes_intervals | Plot Credible Intervals of a Bayesian Model |
| bayes.oneway.ANOVA | Analyze variance components of one factor regression model |
| bayes_posthoc | Get posthoc group comparisons for an ANOVA-type model fit... |
| bayes.twoway.ANOVA | Analyze variance components of two factor regression model |
| bern.test | Bayesian Binomial & Negative Binomial Test |
| beta_params | Input desired mode and sd to obtain corresponding beta... |
| bf_plot | Plot bayes factors from the output of adv_summary |
| bf_robust | Check the sensitivity of bayes factors for the same data fit... |
| bf_summary | Get savage-dickey bayes factors for multiple parameters |
| bf_test | Bayes Factor Hypothesis Tests |
| bootstrap.cles | Bootstrap empirical/non-parametric CLES |
| compare_intervals | Check the sensitivity of credible intervals for the same data... |
| confusion.matrix | Binomial Confusion matrix for classification problems |
| cor_summary | Special summary method for correlation matrices fit in Stan |
| cred_interval | Calculate Equal Tailed or Highest Density Interval |
| deFinettiGame | Calibrate a personal probability with the deFinetti Game! |
| diagnostic.plots | MCMC diagnostic plots |
| dp_means | Dirichlet Process K-Means Clustering |
| dtoCLES | Convert Cohen's d or Hedge's g to CLES |
| duplicateCol | Repeat a column |
| duplicateRow | Repeat a row |
| empirical.cles | Calculate empirical/non-parametric CLES |
| est.lfdr | Estimate local false discovery rates and q-values |
| exact_pvalue | Compute exact p-values for bootstrap or monte carlo samples |
| extract_cormat | Construct a point-estimated correlation matrix from a stan... |
| extract_cor_post | Extract posterior from a correlation matrix fit in stan |
| extract_cor_prior | Extract prior from a correlation matrix fit in stan |
| extract_post | Extract posterior samples from a brms object |
| extract_post_pred | Extract posterior predictive samples from an abdiststan model |
| extract_prior | Extract prior samples from a brms object |
| gamlss.confint | this function provides robust covariance CI for GAMLSS models |
| gamma_params | Input desired mean and sd to obtain corresponding gamma... |
| GBIC | BIC (SBC) function for gamlss objects analagous to gamlss's... |
| ggfunc | plot a function |
| ggsplom | SCatterplot Matrix with ggplot2 |
| GLR.test | Generalized Likelihood Ratio Test for two nested GAMLSS... |
| hell.dist | Get the Hellinger distance between two probability... |
| interval_plot | Generic plotting of intervals from a tidy summary |
| inv_gamma_params | Input desired mode and sd to obtain corresponding inverse... |
| jaynes_psi | Compute Jaynes' Psi between two distributions |
| jeffreys_dist | Compute Jeffrey's Distance between two distributions |
| js.div | Get the Jensen-Shannon divergence between two or more... |
| kld | Compute the kullback leibler divergence |
| labs_3D | 3D Axis Labels |
| load.gamlss | Load essential gam and gamlss packages at once |
| lpl_interval | Compute the lowest posterior loss interval |
| lpl_summary | Get a summary of the posterior based on the lowest posterior... |
| MCMC_R2 | Calculate R2 for MCMC or Bootstrap Regression Samples |
| post_check | Posterior Predictive Checks for abdiststan models |
| post_dens_facet | Plot Posterior Densities in a Faceted Density Plot |
| posterior_odds | Get the posterior odds and posterior p-value |
| post_linpred | Get point predictions from MAPfit or abdiststanfit models |
| post_pred | Get posterior distributions for predictions from abdiststan... |
| post_summary | Get a basic tidy summary of a bayesian model (no prior... |
| post_tibble | Convert posterior summary to tibble |
| pp_int_plot | Posterior Predictive Intervals |
| prior.elicit | Elicit a prior distribution |
| prob_directed | One sided (Directional) Bayesian hypothesis testing |
| ridge.plots | Plot posterior distributions from model fit |
| ROPE_test | Conduct a ROPE test |
| rvcov_ab | Robust Variance-Covariance matrix of the parameters from a... |
| scale | Scale a data frame or matrix |
| sim_post | Simulate multiple posterior distributions with gaussian... |
| stat_3D | Draw 3D Geoms |
| stat_wireframe | Wireframe Plot |
| summary_stats | Get summary statistics |
| theme_abdisttools_dark | Dark abdisttools ggplot2 theme |
| theme_abdisttools_light | Light abdisttools ggplot2 theme |
| theme_abdisttools_tufte | Tufte-inspired abdisttools ggplot2 theme |
| tidy_confint | Concatenate lower and upper confidence interval endpoints |
| tidyGg | Convert MCMC chains to tidy for ggplot2 |
| tidyProbs | Add significance stars to probabilities |
| tidyRatio | make likelihood ratios look nice |
| VIF | Variance Inflation Factor Plot |
| VSMPR | Get the Vovk-Selke Maximum P-value Ratio for a p-value |
| vsmpr_plot | Plot the VSMPRs from a summary containing p-values |
