my_code_base.stats.xarray_utils¶

Classes¶

Module Contents¶

class my_code_base.stats.xarray_utils.StatsAccessor(obj)[source]¶

This class provides statistical operations on xarray data.

Parameters:¶

obj : xarray.Dataset or xarray.DataArray¶

The xarray object on which statistical operations will be performed.

weighted_mean(dim)¶

Calculate the weighted mean based on the given dimension.

fill_months_with_annual_value()[source]¶

Fill the xarray object with annual values for each month.

Returns:¶

The xarray object with extended annual series.

Return type:¶

xarray.Dataset or xarray.DataArray

Raises:¶

ValueError – If the time series is not of yearly frequency.

weighted_mean(dim)¶

Calculate the weighted annual mean (taking days of months into account).

Parameters:¶

dim : str¶

The dimension along which to calculate the weighted mean.

Returns:¶

weighted_mean – The weighted annual mean.

Return type:¶

xarray.Dataset or xarray.DataArray