nsEVDx documentation
Contents:
- Overview
- Core Features
- Key Applications
- Theoretical Background
- Installation
- Quickstart Guide
- nsEVDx
- nsEVDx package
- Submodules
- nsEVDx.evd_model module
NonStationaryEVDNonStationaryEVD.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
- nsEVDx.utils module
- Module contents
EVD_parsViaMLE()GEV_parsViaLM()GPD_parsViaLM()HMCEngineNonStationaryEVDNonStationaryEVD.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()
- nsEVDx package
- Examples
- Citations and References