build(deps): bump statsmodels from 0.14.4 to 0.15.0

[dependabot]

Bumps statsmodels from 0.14.4 to 0.15.0.

Release notes

Sourced from statsmodels's releases.

Release 0.15.0

The statsmodels developers are happy to announce the release of 0.15.0. 358 issues were closed in this release and 655 pull requests were merged. Major new features include:

• Standardized on rng for controlling randomness across the package (SPEC 007), replacing seed/random_state
• Functions with variable-length tuple returns now return documented NamedTuple results instead
• A new abstracted formula engine that supports both patsy and formulaic as the backend
• Support for Polars DataFrames and Series as model input
• Switched the build backend from setuptools to meson-python
• New robust estimators: CovDetMCD, CovDetS, CovDetMM, and RLMDetSMM
• New tests: Diebold-Mariano, Pesaran-Timmermann, Jonckheere-Terpstra, Leybourne-McCabe, and a delete-k block jackknife estimator
• The Hamilton filter, local false discovery rate correction, and an L1-penalized GLM solver
• HurdleCountModel gained fit_regularized, and MICEData is now iterable

This release also raises the minimum supported versions of NumPy, SciPy, and pandas, and tightens input validation for many string-valued options across the package (invalid values that previously failed silently or with a confusing error now raise a clear ValueError). A handful of long-standing bugs in seldom-exercised code paths were also corrected as part of a systematic coverage audit this cycle, some of which change numerical output for affected models. See the release notes for the complete list of enhancements, breaking changes, and bug fixes.

Release 0.14.6

This patch release fixes an issue with pandas 3.0.0 that prevented statsmodels from importing. It also addresses some minor changes that improve future compatibility in NumPy.

Release 0.14.5

This patch release fixes an issue with recent SciPy releases (1.16+) that prevented statsmodels from importing. It also addresses some small changes that improve future compatibility.

Commits

• 278ff99 Merge pull request #10211 from bashtage/update-release-note
• ab3f3bc DOC: Final release note
• 9307ef1 Merge pull request #8712 from bdpedigo/nobs-style
• 463e5c5 Merge pull request #10210 from Panzerkampfwagen-del/mice-data-iterable
• cc734d8 Merge branch 'main' into mice-data-iterable
• 2912b84 Merge pull request #10209 from Panzerkampfwagen-del/var-df-model-docstring
• 279b9f4 ENH: make MICEData iterable, yielding successive imputed datasets
• ce7f2c0 DOC: clarify VARResults.df_model counts parameters per equation
• d1e1875 Merge pull request #10205 from bashtage/fix-hurdle-and-l1-cov
• bb385fb Merge pull request #10208 from bashtage/update-release-note
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