Man pages for glmbayes
Bayesian Generalized Linear Models (IID Samples)
| AMI | Amitriptyline overdose data |
| anova.glmb | Analysis of Deviance for Bayesian Generalized Linear Model... |
| bayes_wfit | Bayesian Weighted Fitting Engines |
| BikeSharing | Bike Sharing Dataset (Processed) |
| Boston_centered | Boston housing data with mean-centered predictors |
| carinsca | Canadian Automobile Insurance Claims for 1957-1958 |
| case.names.glmb | Case and Variable Names of Fitted Models |
| Cleveland | Cleveland Heart Disease Dataset |
| compute_gaussian_prior | Compute Calibrated Gaussian Normal–Gamma Prior Components |
| confint.glmb | Credible Intervals for Model Parameters |
| deviance.rglmb | Model Deviance |
| directional_tail | Directional Tail Diagnostic |
| dummy.coef.glmb | Extract Coefficients in Original Coding |
| EnvelopeBuild | GPU-Accelerated Envelope Construction for Posterior... |
| EnvelopeCentering | Envelope Centering for Bayesian Gaussian Regression |
| EnvelopeDispersionBuild | Builds Dispersion-Aware Envelope for Simulation |
| EnvelopeEval | Evaluate Negative Log-Likelihood and Gradients |
| EnvelopeOrchestrator | Envelope Construction Orchestrator for Bayesian Gaussian... |
| EnvelopeSize | Envelope Sizing and Optimization |
| EnvelopeSort | Sorts Envelope function for simulation |
| extractDIC | Extract DIC from a Fitted Bayesian Model |
| formula.summary.rglmb | Model Formulae |
| Gamma_ct | The Central Gamma Distribution |
| get_opencl_core_count | Get the number of available OpenCL compute units |
| glmb | Fitting Bayesian Generalized Linear Models |
| glmbayes_bayestestR_prior_methods | bayestestR Prior-Checking Methods for glmb/lmb Model Objects |
| glmbayes_insight_methods | insight Accessor Methods for glmb/lmb Model Objects |
| glmbayes-package | glmbayes: Bayesian Generalized Linear Models with iid... |
| glmbfamfunc | Return family functions used during simulation and post... |
| glmb.influence.measures | Bayesian Regression Diagnostics |
| glmb_Standardize_Model | Standardize A Non-Gaussian Model |
| gpu_diagnostics | GPU and OpenCL diagnostics for 'glmbayes' |
| influence.glmb | Bayesian Regression Diagnostics |
| InvGamma_ct | The Central Inverse-Gamma Distribution |
| lmb | Fitting Bayesian Linear Models |
| logLik.glmb | Extract Log-Likelihood |
| multi_prior_setup | Prior setup for multiple Gaussian responses |
| Normal_ct | The Central Normal Distribution |
| pfamily | Prior Family Objects for Bayesian Models |
| plot.glmb | Plot posterior draws for objects of class 'glmb'. |
| predict.glmb | Predict Method for Bayesian GLM Fits |
| Prior_Check | Checks for Prior-data conflicts |
| Prior_Setup | Setup Prior Objects |
| prior_simfuncs | Prior Simulation Functions for glmbayes pfamily Objects |
| reexports | Objects exported from other packages |
| residuals.glmb | Accessing Bayesian Generalized Linear Model Fits |
| rglmb | The Bayesian Generalized Linear Model Distribution |
| rIndepNormalGammaReg_std | The Bayesian Gaussian Regression with Independent... |
| rlmb | The Bayesian Linear Model Distribution |
| rNormalGLM_std | The Bayesian Generalized Linear Model Distribution in... |
| simfuncs | Simulation Functions for Bayesian Generalized Linear Models |
| simulate.glmb | Simulate Responses |
| SimulationPipeline | Low-Level Simulation Pipeline for Bayesian GLMs |
| summary.glmb | Summarizing Bayesian Generalized Linear Model Fits |
| summary.mlmb | Summarize and print 'mlmb' fits |
| summary.rgamma_reg | Summarizing Bayesian gamma_reg Distribution Functions |
| summary.rglmb | Summarizing Bayesian Generalized Linear Model Distribution... |
| vcov.glmb | Calculate Variance-Covariance Matrix for a Fitted Model... |
