# Core C++ Sampling Engine for 'glmbayes'

## Documentation for package ‘glmbayesCore’ version 0.5.3

- DESCRIPTION file.
- Code demos. Use demo() to run them.
- Package NEWS.

## Help Pages

glmbayesCore-package | glmbayesCore: Core C++ Sampling Engine for 'glmbayes'
AMI | Amitriptyline overdose data
BikeSharing | Bike Sharing Dataset (Processed)
Boston_centered | Boston housing data with mean-centered predictors
carinsca | Canadian Automobile Insurance Claims for 1957-1958
Cleveland | Cleveland Heart Disease Dataset
compute_gaussian_prior | Compute Calibrated Gaussian Normal–Gamma Prior Components
ctrgamma | The Central Gamma Distribution
dBeta | Prior Family Objects for Bayesian Models
dGamma | Prior Family Objects for Bayesian Models
diagnose_glmbayes | GPU and OpenCL diagnostics for 'glmbayes'
dIndependent_Normal_Gamma | Prior Family Objects for Bayesian Models
dNormal | Prior Family Objects for Bayesian Models
dNormal_Gamma | Prior Family Objects for Bayesian Models
EnvelopeBuild | GPU-Accelerated Envelope Construction for Posterior Simulation
EnvelopeCentering | Envelope Centering for Bayesian Gaussian Regression
EnvelopeDispersionBuild | Builds Dispersion-Aware Envelope for Simulation
EnvelopeEval | Evaluate Negative Log-Likelihood and Gradients
EnvelopeOpt | Envelope Sizing and Optimization
EnvelopeOrchestrator | Envelope Construction Orchestrator for Bayesian Gaussian Regression
EnvelopeSetGrid | GPU-Accelerated Envelope Construction for Posterior Simulation
EnvelopeSetLogP | GPU-Accelerated Envelope Construction for Posterior Simulation
EnvelopeSize | Envelope Sizing and Optimization
EnvelopeSort | Sorts Envelope function for simulation
formula.summary.rglmb | Model Formulae for 'summary.rglmb' Objects
Gamma_ct | The Central Gamma Distribution
glmb.wfit | Bayesian Weighted Fitting Engines
glmbayesCore | glmbayesCore: Core C++ Sampling Engine for 'glmbayes'
glmbayesCore_has_opencl | GPU and OpenCL diagnostics for 'glmbayes'
glmbfamfunc | Return family functions used during simulation and post processing
glmb_Standardize_Model | Standardize A Non-Gaussian Model
gpu_diagnostics | GPU and OpenCL diagnostics for 'glmbayes'
InvGamma_ct | The Central Inverse-Gamma Distribution
multi_prior_setup | Prior setup for multiple Gaussian responses
multi_rindepNormalGamma_reg | Multi-response Bayesian regression and simulation
multi_rlmb | Multi-response Bayesian regression and simulation
multi_rNormalGamma_reg | Multi-response Bayesian regression and simulation
multi_rNormal_reg | Multi-response Normal regression simulation
Normal_ct | The Central Normal Distribution
pfamily | Prior Family Objects for Bayesian Models
pgamma_ct | The Central Gamma Distribution
pinvgamma_ct | The Central Inverse-Gamma Distribution
pnorm_ct | The Central Normal Distribution
print.diagnose_glmbayes | GPU and OpenCL diagnostics for 'glmbayes'
print.glmbfamfunc | Return family functions used during simulation and post processing
print.pfamily | Prior Family Objects for Bayesian Models
print.PriorSetup | Setup Prior Objects
print.rGamma_reg | Simulation Functions for Bayesian Generalized Linear Models
print.rglmb | The Bayesian Generalized Linear Model Distribution
print.rlmb | The Bayesian Linear Model Distribution
print.simfunction | Simulation Functions for Bayesian Generalized Linear Models
print.summary.mrglmb | Summarizing mrglmb Objects
print.summary.rGamma_reg | Summarizing Bayesian gamma_reg Distribution Functions
print.summary.rglmb | Summarizing Bayesian Generalized Linear Model Distribution Functions
Prior_Check | Checks for Prior-data conflicts
Prior_Setup | Setup Prior Objects
qinvgamma_ct | The Central Inverse-Gamma Distribution
rBeta_reg | Simulation Functions for Bayesian Generalized Linear Models
residuals.rglmb | Deviance Residuals for 'rglmb' and 'summary.rglmb' Objects
residuals.rlmb | Deviance Residuals for 'rglmb' and 'summary.rglmb' Objects
residuals.summary.rglmb | Deviance Residuals for 'rglmb' and 'summary.rglmb' Objects
rGamma_Conjugate_reg | Simulation Functions for Bayesian Generalized Linear Models
rgamma_ct | The Central Gamma Distribution
rGamma_reg | Simulation Functions for Bayesian Generalized Linear Models
rglmb | The Bayesian Generalized Linear Model Distribution
rIndepNormalGammaReg_std | The Bayesian Gaussian Regression with Independent Normal-Gamma Prior in Standard Form
rindepNormalGamma_reg | Simulation Functions for Bayesian Generalized Linear Models
rinvgamma_ct | The Central Inverse-Gamma Distribution
rlmb | The Bayesian Linear Model Distribution
rNormalGamma_reg | Simulation Functions for Bayesian Generalized Linear Models
rNormalGLM_std | The Bayesian Generalized Linear Model Distribution in Standard Form
rNormal_reg | Simulation Functions for Bayesian Generalized Linear Models
rNormal_reg.wfit | Bayesian Weighted Fitting Engines
rnorm_ct | The Central Normal Distribution
simfuncs | Simulation Functions for Bayesian Generalized Linear Models
simfunction | Simulation Functions for Bayesian Generalized Linear Models
SimulationPipeline | Low-Level Simulation Pipeline for Bayesian GLMs
summary.mrglmb | Summarizing mrglmb Objects
summary.rGamma_reg | Summarizing Bayesian gamma_reg Distribution Functions
summary.rglmb | Summarizing Bayesian Generalized Linear Model Distribution Functions
summary.rlmb | Summarizing Bayesian Generalized Linear Model Distribution Functions