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Kevin Sheppard
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RLS: Release 4.18
Prepare 4.18 release with performance fix and fix for typing_extensions
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doc/source/changes/4.0.txt

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Version 4
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=========
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Release 4.18
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============
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- Improved :func:`~arch.univariate.HARX.fit` performance of ARCH models.
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- Fixed a bug where ```typing_extensions`` was subtly introduced as a run-time dependency.
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Release 4.17
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============
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- Fixed a bug that produced incorrect conditional volatility from EWMA models (:issue:`458`).

doc/source/conf.py

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# Example configuration for intersphinx: refer to the Python standard library.
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intersphinx_mapping = {
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"statsmodels": ("http://www.statsmodels.org/dev/", None),
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"statsmodels": ("https://www.statsmodels.org/dev/", None),
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"matplotlib": ("https://matplotlib.org", None),
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"scipy": ("https://docs.scipy.org/doc/scipy/reference/", None),
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"python": ("https://docs.python.org/3/", None),

examples/bootstrap_examples.ipynb

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examples/multiple-comparison_examples.ipynb

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examples/unitroot_cointegration_examples.ipynb

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examples/unitroot_examples.ipynb

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examples/univariate_using_fixed_variance.ipynb

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examples/univariate_volatility_forecasting.ipynb

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examples/univariate_volatility_modeling.ipynb

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examples/univariate_volatility_scenarios.ipynb

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requirements-dev.txt

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# Performance
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cython>=0.29.21
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cython>=0.29.22
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numba>=0.49,!=0.50.*
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# Graphics
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matplotlib>=2
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matplotlib>=3
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seaborn
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# Tests
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flake8
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# Documentation
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ipython>=6
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sphinx>=1.8
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ipython>=7
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sphinx>=3
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sphinx_material
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nbsphinx
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jupyter

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