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fix doc for extrapolate_trend and allow period as well #9510

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@turbotimon turbotimon commented Feb 18, 2025

Proposed changes with explanation, see #9509

It's my "very first issue" for statmodels, please tell me if something needs to be improved

@@ -802,7 +802,7 @@ def test_interpolate_trend(self):
trend = seasonal_decompose(x, period=freq, extrapolate_trend=5).trend
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Could you rename Freq to period in these tests? Sounds like Freq is not used at all, aside from the keyword.

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@@ -181,7 +181,8 @@ def seasonal_decompose(
nsides = int(two_sided) + 1
trend = convolution_filter(x, filt, nsides)

if extrapolate_trend == "freq":
# 'freq' is still accepted for legacy purposes
if extrapolate_trend in ("freq", "period"):
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Ideally we would deprecate 'freq' here and warn that 'freq' will error after the 0.16 release.

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@turbotimon turbotimon Feb 18, 2025

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Agree. Can you please check and tell me if I need to do something more with respect to deprecating it?

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[BUG][DOC] description of extrapolate_trend in seasonal_decompose wrong description of freq instead of period
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