[MNT] fix and sharpen soft dependency isolation logic for statsmodels
and pmdarima
#4443
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This fixes and sharpens a number of soft dependency isolations.
ARIMA
wasstatsmodels
present, whileARIMA
requirespmdarima
. This may not have been spotted sincepmdarima
requiresstatsmodels
, and users ofstatsmodels
might often havepmdarima
installed.pmdarima
isolation statements with_check_estimator_deps
statements, which is clearer to read as it relates directly to the estimator.ARDL
ARDL
fromstatsmodels
tostatmodels>=0.13.0