fix(deps): update dependency statsmodels to ^0.14.0

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Change List

• Update statsmodels
• Remove 3.7 as option
  • Remove 3.7 from CI tests
• avoid mutating p-value in favor of making a new instance
• make test mocks slightly more representative
• fix tests by passing alternative as argument

This PR contains the following updates:

Package	Change	Age	Adoption	Passing	Confidence
statsmodels (source)	^0.13.1 -> ^0.14.0

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Release Notes

statsmodels/statsmodels

v0.14.0: Release 0.14.0

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The statsmodels developers are happy to announce the first release of the 0.14 branch. 255 issues were closed in this release and 345 pull requests were merged. Major new features include:

• Treatment effect estimation and inference
• Hurdle and Truncated Count Regression
• Archimedean copulas have been extended to more than 2-dimensions.
• Multiseason STL decomposition (MSTL)
• Improved compatibility with current and future NumPy, SciPy, and pandas.

v0.13.5: Release 0.13.5

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The statsmodels developers are happy to announce the Python 3.11 compatibility release for the 0.13 branch.

This release contains no bug fixes other than any needed to ensure statsmodels is compatible with Python 3.11. It also resolves an issue with PyPI that affects 0.13.4.

v0.13.4: Release 0.13.4

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The statsmodels developers are happy to announce the Python 3.11 compatibility release for the 0.13 branch. This release contains no bug fixes other than any needed to ensure statsmodels is compatible with Python 3.11. It also resolves an issue with the source code generation in 0.13.3 that affects installs on Python 3.11 that use the source tarball.

v0.13.3: Release 0.13.3

Compare Source

The statsmodels developers are happy to announce the Python 3.11 compatibility release for the 0.13 branch. This release contains no bug fixes other than any needed to ensure statsmodels is compatible with Python 3.11.

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⚠ Artifact update problem

Renovate failed to update an artifact related to this branch. You probably do not want to merge this PR as-is.

♻ Renovate will retry this branch, including artifacts, only when one of the following happens:

• any of the package files in this branch needs updating, or
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The artifact failure details are included below:

File name: poetry.lock

installing v2 tool python v3.10.11
linking tool python v3.10.11
Python 3.10.11
pip 23.1.2 from /opt/buildpack/tools/python/3.10.11/lib/python3.10/site-packages/pip (python 3.10)
Installed v2 /usr/local/buildpack/tools/v2/python.sh in 7 seconds
installing v2 tool poetry v1.4.2
linking tool poetry v1.4.2
Poetry (version 1.4.2)
Installed v2 /usr/local/buildpack/tools/v2/poetry.sh in 12 seconds
Updating dependencies
Resolving dependencies...

Creating virtualenv sample-size-l3gqwAL2-py3.10 in /home/ubuntu/.cache/pypoetry/virtualenvs

The current project's Python requirement (>=3.7.1,<3.11) is not compatible with some of the required packages Python requirement:
  - statsmodels requires Python >=3.8, so it will not be satisfied for Python >=3.7.1,<3.8

Because no versions of statsmodels match >0.14.0,<0.15.0
 and statsmodels (0.14.0) requires Python >=3.8, statsmodels is forbidden.
So, because sample-size depends on statsmodels (^0.14.0), version solving failed.

  • Check your dependencies Python requirement: The Python requirement can be specified via the `python` or `markers` properties
    
    For statsmodels, a possible solution would be to set the `python` property to ">=3.8,<3.11"

    https://python-poetry.org/docs/dependency-specification/#python-restricted-dependencies,
    https://python-poetry.org/docs/dependency-specification/#using-environment-markers

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