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bashtage/arch: Release 4.11

Kevin Sheppard; Stanislav Khrapov; Gábor Lipták; mikedeltalima; Rob Capellini; esvhd; Hugle; JPN; Xavier RENE-CORAIL; Michael E. Rose; MRabba; jbrockmendel

This is a feature and bug release.

  • Added ARCHModelResult.std_resid
  • Error in bootstraps if inputs are not ndarrays, DataFrames or Series.
  • Added a check that the covariance is non-zero when using "studentized" confidence intervals. If the function bootstrapped produces statistics with 0 variance, it is not possible to studentized.

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