Bump the actions group with 4 updates

Bumps the actions group with 4 updates: [numpy](https://github.com/numpy/numpy), [pyarrow](https://github.com/apache/arrow), [statsmodels](https://github.com/statsmodels/statsmodels) and [pre-commit](https://github.com/pre-commit/pre-commit).


Updates `numpy` from 2.1.1 to 2.1.2
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.1.1...v2.1.2)

Updates `pyarrow` from 17.0.0 to 18.0.0
- [Release notes](https://github.com/apache/arrow/releases)
- [Commits](apache/arrow@go/v17.0.0...apache-arrow-18.0.0)

Updates `statsmodels` from 0.14.3 to 0.14.4
- [Release notes](https://github.com/statsmodels/statsmodels/releases)
- [Changelog](https://github.com/statsmodels/statsmodels/blob/main/CHANGES.md)
- [Commits](statsmodels/statsmodels@v0.14.3...v0.14.4)

Updates `pre-commit` from 4.0 to 4.0.1
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](pre-commit/pre-commit@v4.0.0...v4.0.1)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: pyarrow
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: actions
- dependency-name: statsmodels
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: pre-commit
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
...

Signed-off-by: dependabot[bot] <[email protected]>

Author: dependabot[bot]

requirements.txt

@@ -1,13 +1,13 @@
-numpy==2.1.1
+numpy==2.1.2
 scipy==1.14.1
 matplotlib==3.9.2
 pandas==2.2.3
 patsy==0.5.6
-pyarrow==17.0.0
+pyarrow==18.0.0
 scikit-learn==1.5.2
 scikit-image==0.24.0
 sympy==1.13.3
-statsmodels==0.14.3
+statsmodels==0.14.4
 seaborn==0.13.2
 pytest>=8.3
 sphinx>=8.0
@@ -18,6 +18,6 @@ Pillow
 pooch
 ipython
 pickleshare
-pre-commit==4.0
+pre-commit==4.0.1
 requests
 sphinxcontrib-jquery