arviz_stats.base.dataarray_stats.kde

dataarray_stats.kde(da, dim=None, circular=False, grid_len=512, **kwargs)

Compute KDE on DataArray input.

Parameters:

daxarray.DataArray

Input data.

dimstr or sequence of str, optional

Dimension(s) over which to compute the KDE.

circularbool, default False

Whether the data is circular (e.g., angles).

grid_lenint, default 512

Number of points on the KDE grid.

**kwargsany, optional

Additional keyword arguments forwarded to the array or dataarray interface. See arviz_stats.base.array_stats.kde for the full list of supported arguments.

Returns:

outxarray.DataArray

An xarray DataArray containing the grid and pdf values along the plot_axis dimension, with the bandwidth bw stored as a coordinate.