.. AUTO-GENERATED FILE -- DO NOT EDIT!

algorithms.lasso
================

Module: :mod:`algorithms.lasso`
-------------------------------
Inheritance diagram for ``selectinf.algorithms.lasso``:

.. inheritance-diagram:: selectinf.algorithms.lasso 
   :parts: 3

.. automodule:: selectinf.algorithms.lasso

.. currentmodule:: selectinf.algorithms.lasso

Classes
-------

:class:`ROSI`
~~~~~~~~~~~~~


.. autoclass:: ROSI
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`ROSI_modelQ`
~~~~~~~~~~~~~~~~~~~~


.. autoclass:: ROSI_modelQ
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`data_carving`
~~~~~~~~~~~~~~~~~~~~~


.. autoclass:: data_carving
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`data_splitting`
~~~~~~~~~~~~~~~~~~~~~~~


.. autoclass:: data_splitting
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`lasso`
~~~~~~~~~~~~~~


.. autoclass:: lasso
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

Functions
---------


.. autofunction:: selectinf.algorithms.lasso.additive_noise


.. autofunction:: selectinf.algorithms.lasso.glm_parametric_estimator


.. autofunction:: selectinf.algorithms.lasso.glm_sandwich_estimator


.. autofunction:: selectinf.algorithms.lasso.nominal_intervals


.. autofunction:: selectinf.algorithms.lasso.split_model


.. autofunction:: selectinf.algorithms.lasso.standard_lasso