environmentaltools.common.nonstationary_epdf

environmentaltools.common.nonstationary_epdf(data: DataFrame, variable: str, wlen: float = 0.038329911019849415, no_values: int = 14)[source]

Computes the empirical PDF using a moving window.

Parameters:

  • data (pd.DataFrame) – Time series.

  • variable (str) – Name of the variable.

  • wlen (float) – Length of window in years (default 14 days).

  • no_values (int) – Number of values for the PDF.

Returns:

Values of the non-stationary PDF.

Return type:

pd.DataFrame