Fitting Shared Atoms Nested Models via MCMC or Variational Bayes

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Documentation for package ‘sanba’ version 0.0.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

estimate_G	Estimate the Atoms and Weights of the Discrete Mixing Distributions
fit_CAM	Fit the Common Atoms Mixture Model
fit_fiSAN	Fit the Finite-Infinite Shared Atoms Mixture Model
fit_fSAN	Fit the Finite Shared Atoms Mixture Model
plot.SANmcmc	Visual check of convergence of the MCMC output
plot.SANvi	Visual check of convergence of the VI output
plot.SANvi_G	Estimate the Atoms and Weights of the Discrete Mixing Distributions
plot.summary_mcmc	Summarize the estimated observational and distributional partition
plot.summary_vi	Summarize the estimated observational and distributional partition
print.SANmcmc	Print the MCMC output
print.SANvi	Print the variational inference output
print.SANvi_G	Estimate the Atoms and Weights of the Discrete Mixing Distributions
print.summary_mcmc	Summarize the estimated observational and distributional partition
print.summary_vi	Summarize the estimated observational and distributional partition
summary	Summarize the estimated observational and distributional partition
summary.SANmcmc	Summarize the estimated observational and distributional partition
summary.SANvi	Summarize the estimated observational and distributional partition