Bump statsmodels from 0.10.2 to 0.11.0

[dependabot-preview]

Bumps statsmodels from 0.10.2 to 0.11.0.

Release notes

Sourced from statsmodels's releases.

Release 0.11.0

statsmodels developers are happy to announce a new release.

Major new features include:

• Regression
  • Rolling OLS and WLS
• Statistics
  • Oaxaca-Blinder decomposition
  • Distance covariance measures (new in RC2)
  • New regression diagnostic tools (new in RC2)
• Statespace Models
  • Statespace-based Linear exponential smoothing models¶
  • Methods to apply parameters fitted on one dataset to another dataset¶
  • Method to hold some parameters fixed at known values
  • Option for low memory operations
  • Improved access to state estimates
  • Improved simulation and impulse responses for time-varying models
• Time-Series Analysis
  • STL Decomposition
  • New AR model
  • New ARIMA model
  • Zivot-Andrews Test
  • More robust regime-switching models

See release notes for full details.

Version 0.11.0 Release Candidate 2

The second and final release candidate for statsmodels 0.11.

Major new features include:

• Regression
  • Rolling OLS and WLS
• Statistics
  • Oaxaca-Blinder decomposition
  • Distance covariance measures (new in RC2)
  • New regression diagnostic tools (new in RC2)
• Statespace Models
  • Statespace-based Linear exponential smoothing models¶
  • Methods to apply parameters fitted on one dataset to another dataset¶
  • Method to hold some parameters fixed at known values
  • Option for low memory operations
  • Improved access to state estimates
  • Improved simulation and impulse responses for time-varying models
• Time-Series Analysis
  • STL Decomposition
  • New AR model
  • New ARIMA model

... (truncated)

Commits

• 502ca98 Merge pull request #6450 from bashtage/final-release-note
• c0d86fd DOC: Final release note change for 0.11
• 1ba8391 Merge pull request #6449 from bashtage/linting
• c9dcbc0 MAINT: Remove unused import
• b48cbbd Merge pull request #6448 from bashtage/basin-hopping
• 541a0ba MAINT: Reduce tolerance on basin hopping test
• 0100e6c Merge pull request #6440 from bashtage/pandas-checks
• bb72223 Merge pull request #6447 from bashtage/array-ndarray-doc
• c273695 DOC: Update whatsnew for 0.11 release
• bfa3e69 DOC: Replace array with ndarray
• Additional commits viewable in compare view

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[codecov]

Codecov Report

Merging #127 into master will increase coverage by 0.03%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master     #127      +/-   ##
==========================================
+ Coverage   82.24%   82.27%   +0.03%     
==========================================
  Files         112      112              
  Lines        9406     9406              
==========================================
+ Hits         7736     7739       +3     
+ Misses       1670     1667       -3

Flag	Coverage Δ
#unittests	82.27% <ø> (+0.03%)	⬆️

Impacted Files	Coverage Δ
src/evalg/genprog/generators.py	95.83% <0%> (+1.04%)	⬆️
src/evalg/genprog/mutation.py	93.93% <0%> (+2.02%)	⬆️

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[dependabot-preview]

Superseded by #139.