nsEVDx

• nsEVDx package
  • Submodules
  • nsEVDx.evd_model module
    • NonStationaryEVD
      • NonStationaryEVD.MH_Hmc()
      • NonStationaryEVD.MH_Mala()
      • NonStationaryEVD.MH_RandWalk()
      • NonStationaryEVD.first_exceedance_pmf()
      • NonStationaryEVD.frequentist_nsEVD()
      • NonStationaryEVD.get_param_description()
      • NonStationaryEVD.nonstationary_reliability()
      • NonStationaryEVD.nonstationary_return_period()
      • NonStationaryEVD.nonstationary_risk()
      • NonStationaryEVD.ns_EVDrvs()
      • NonStationaryEVD.plot_return_levels()
      • NonStationaryEVD.plot_return_periods()
      • NonStationaryEVD.predict_params()
      • NonStationaryEVD.suggest_bounds()
      • NonStationaryEVD.suggest_priors()
  • nsEVDx.hmc_engine module
    • HMCEngine
  • nsEVDx.utils module
    • EVD_parsViaMLE()
    • GEV_parsViaLM()
    • GPD_parsViaLM()
    • bayesian_metrics()
    • gelman_rubin()
    • l_moments()
    • neg_log_likelihood()
    • neg_log_likelihood_ns()
    • plot_posterior()
    • plot_trace()
  • Module contents
    • EVD_parsViaMLE()
    • GEV_parsViaLM()
    • GPD_parsViaLM()
    • HMCEngine
    • NonStationaryEVD
      • NonStationaryEVD.MH_Hmc()
      • NonStationaryEVD.MH_Mala()
      • NonStationaryEVD.MH_RandWalk()
      • NonStationaryEVD.first_exceedance_pmf()
      • NonStationaryEVD.frequentist_nsEVD()
      • NonStationaryEVD.get_param_description()
      • NonStationaryEVD.nonstationary_reliability()
      • NonStationaryEVD.nonstationary_return_period()
      • NonStationaryEVD.nonstationary_risk()
      • NonStationaryEVD.ns_EVDrvs()
      • NonStationaryEVD.plot_return_levels()
      • NonStationaryEVD.plot_return_periods()
      • NonStationaryEVD.predict_params()
      • NonStationaryEVD.suggest_bounds()
      • NonStationaryEVD.suggest_priors()
    • bayesian_metrics()
    • gelman_rubin()
    • l_moments()
    • neg_log_likelihood()
    • neg_log_likelihood_ns()
    • plot_posterior()
    • plot_trace()