Scalable Bayesian Inference for Dynamic Generalized Linear Models

Documentation for package ‘SDGLM’ version 0.4.0

compute_metrics	Posterior-Predictive Metrics for Sca-MCMC Fit
compute_mutation_rate	Compute Scalable Mutation-Rate Vector
dglm_likelihood	Calculate Log-Likelihood for DGLM
generate_temperature	Generate Geometric Inverse-Temperature Ladder Constructs a geometric sequence of temperatures (inverse temperatures) for parallel-tempering MCMC.
geoTemp	Generate Geometric Temperature Ladder for Parallel Tempering
hamming_distance	Normalized Hamming Distance
mutRate	Scalable Mutation-Rate Strategies for Sca-MCMC
print.SDGLM	Print method for SDGLM objects
print.summary.SDGLM	Print method for summary.SDGLM
rinvwishart	Generate Random Samples from the Inverse Wishart Distribution
sca_mcmc	Scalable MCMC for Dynamic GLMs
sca_mcmc1	Alternative Sca-MCMC Implementation for Variable Selection
simGamma	Simulate Gamma Dynamic GLM
simPareto	Simulate Pareto-type Dynamic GLM
simPoisBin	Simulate Poisson-Binomial Dynamic GLM
summary.SDGLM	Summary method for SDGLM objects