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BUG: Prevent abuse of kwargs in stat functions
Addresses issue #12301 by filtering `kwargs` argument in stat functions to prevent the passage of clearly invalid arguments while at the same time maintaining compatibility with analogous `numpy` functions. Author: gfyoung <gfyoung17@gmail.com> Closes #12318 from gfyoung/kwarg_remover and squashes the following commits: f9de80f [gfyoung] BUG: Prevent abuse of kwargs in stat functions
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