nsEVDx

Contents:

  • Overview
  • Core Features
  • Key Applications
  • Theoretical Background
  • Installation
  • Quickstart Guide
  • nsEVDx
    • nsEVDx package
  • Examples
  • Citations and References
nsEVDx
  • nsEVDx
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nsEVDx

  • nsEVDx package
    • Submodules
    • nsEVDx.evd_model module
      • NonStationaryEVD
        • NonStationaryEVD.MH_Hmc()
        • NonStationaryEVD.MH_Mala()
        • NonStationaryEVD.MH_RandWalk()
        • NonStationaryEVD.frequentist_nsEVD()
        • NonStationaryEVD.get_param_description()
        • NonStationaryEVD.ns_EVDrvs()
        • 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.frequentist_nsEVD()
        • NonStationaryEVD.get_param_description()
        • NonStationaryEVD.ns_EVDrvs()
        • NonStationaryEVD.suggest_bounds()
        • NonStationaryEVD.suggest_priors()
      • bayesian_metrics()
      • gelman_rubin()
      • l_moments()
      • neg_log_likelihood()
      • neg_log_likelihood_ns()
      • plot_posterior()
      • plot_trace()
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