:orphan:

Examples: Validation
====================


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to estimate the J parameter, which quantifies how the relative noise (robust coefficient of variation) scales with the signal strength under varying illumination power. We simulate a flow cytometry system with fixed bead diameter and varying illumination.">

.. only:: html

  .. image:: /gallery/validation/images/thumb/sphx_glr_j_estimator_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_validation_j_estimator.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">J Estimator Validation — Fixed Bead Size, Variable Illumination</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to estimate the K parameter, which characterizes how the absolute signal noise (Robust STD) scales with the square root of the median signal when varying bead size under fixed illumination power.">

.. only:: html

  .. image:: /gallery/validation/images/thumb/sphx_glr_k_estimator_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_validation_k_estimator.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">K Estimator Validation — Fixed Illumination, Variable Bead Size</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gallery/validation/j_estimator
   /gallery/validation/k_estimator



.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_