:orphan:

============== Release 0.12.1

Release summary

This is a bug fix release.

Development summary and credits

Besides receiving contributions for new and improved features and for bugfixes, important contributions to general maintenance for this release came from

• Kevin Sheppard
• Chad Fulton
• Josef Perktold
• Kerby Shedden
• Pratyush Sharan

Merged Pull Requests

The following Pull Requests were merged since the last release:

• :pr:7016: BLD: avoid setuptools version 50, windows build problem
• :pr:7017: BUG: param names with higher order trend in VARMAX
• :pr:7020: REF: Don't validate specification in SARIMAX when cloning to get extended time varying matrices
• :pr:7025: BUG: Ensure bestlag is defined in autolag
• :pr:7028: BUG: Correct axis None case
• :pr:7040: Bug fix ets get prediction
• :pr:7052: ENH: handle/warn for singularities in MixedLM
• :pr:7055: BUG: Fix squeeze when nsimulation is 1
• :pr:7073: DOC: fix several doc issues in stats functions
• :pr:7088: DOC: augmented docstrings from statsmodels.base.optimizer
• :pr:7090: DOC: Fix contradicting KPSS-statistics interpretations in stationarity_detrending_adf_kpss.ipynb
• :pr:7093: BUG: Correct prediction intervals for ThetaModel
• :pr:7109: some fixes in the doc of grangercausalitytests
• :pr:7116: BUG: don't raise error in impacts table if no news.
• :pr:7118: MAINT: Fix issues in main branches of dependencies