Core C++ Sampling Engine for 'glmbayes'

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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