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pik-copan / pyunicorn

Unified Complex Network and Recurrence Analysis Toolbox
http://pik-potsdam.de/~donges/pyunicorn/
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EventSeries and EventSeriesClimateNetwork #156

Closed jakassel closed 2 years ago

jakassel commented 2 years ago

Pull request to merge new class EventSeries, containing methods for

  1. Generating binary event series from time series
  2. Event Synchronization, both staticmethod for two event series and implementation for multivariate data
  3. Event Coincidence Analysis, both staticmethod for two event series and implementation for multivariate data
  4. Significance level computation using Poisson null models for ECA (Donges et al. 2016) and surrogate event series for both ES and ECA.

And class EventSeriesClimateNetwork, inheriting from both EventSeries and ClimateNetwork, to generate climate networks from event series data.