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DOC Fix grammar in linear_model.rst (#23456)

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David Gilbertson 2022-05-25 17:40:39 +10:00 committed by GitHub
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doc/modules/linear_model.rst
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@ -571,7 +571,7 @@ The disadvantages of the LARS method include:
in the discussion section of the Efron et al. (2004) Annals of
Statistics article.
The LARS model can be used using via the estimator :class:`Lars`, or its
The LARS model can be used via the estimator :class:`Lars`, or its
low-level implementation :func:`lars_path` or :func:`lars_path_gram`.
@ -631,7 +631,7 @@ column is always zero.
Orthogonal Matching Pursuit (OMP)
=================================
:class:`OrthogonalMatchingPursuit` and :func:`orthogonal_mp` implements the OMP
:class:`OrthogonalMatchingPursuit` and :func:`orthogonal_mp` implement the OMP
algorithm for approximating the fit of a linear model with constraints imposed
on the number of non-zero coefficients (ie. the :math:`\ell_0` pseudo-norm).