gwkokab_scripts.pe_diagnostics¶

Functions¶

`autocorr_1d`(x[, max_lag])
`compute_ess`(chains[, max_lag])
`compute_rhat`(chains)
`diagnose_parameter`(values, num_chains, max_lag)
`diagnostic_label`(stats)
`load_samples`(path)
`main`()
`safe_filename`(name)
`save_autocorr_plot`(param, stats, outdir, max_lag)
`save_hist_plot`(param, stats, outdir)
`save_trace_plot`(param, stats, outdir)
`split_chains`(values, num_chains)
`split_single_chain_for_rhat`(chain)
`write_summary`(all_stats, outdir, num_chains)

Module Contents¶

gwkokab_scripts.pe_diagnostics.autocorr_1d(x, max_lag=200)¶

gwkokab_scripts.pe_diagnostics.compute_ess(chains, max_lag=1000)¶

gwkokab_scripts.pe_diagnostics.compute_rhat(chains)¶

gwkokab_scripts.pe_diagnostics.diagnose_parameter(values, num_chains, max_lag)¶

gwkokab_scripts.pe_diagnostics.diagnostic_label(stats)¶

gwkokab_scripts.pe_diagnostics.load_samples(path)¶

gwkokab_scripts.pe_diagnostics.main()¶

gwkokab_scripts.pe_diagnostics.safe_filename(name)¶

gwkokab_scripts.pe_diagnostics.save_autocorr_plot(param, stats, outdir, max_lag)¶

gwkokab_scripts.pe_diagnostics.save_hist_plot(param, stats, outdir)¶

gwkokab_scripts.pe_diagnostics.save_trace_plot(param, stats, outdir)¶

gwkokab_scripts.pe_diagnostics.split_chains(values, num_chains)¶

gwkokab_scripts.pe_diagnostics.split_single_chain_for_rhat(chain)¶

gwkokab_scripts.pe_diagnostics.write_summary(all_stats, outdir, num_chains)¶