.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "intro/scipy/auto_examples/plot_t_test.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_intro_scipy_auto_examples_plot_t_test.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_intro_scipy_auto_examples_plot_t_test.py:


==========================================
Comparing 2 sets of samples from Gaussians
==========================================

.. GENERATED FROM PYTHON SOURCE LINES 7-25



.. image-sg:: /intro/scipy/auto_examples/images/sphx_glr_plot_t_test_001.png
   :alt: plot t test
   :srcset: /intro/scipy/auto_examples/images/sphx_glr_plot_t_test_001.png
   :class: sphx-glr-single-img





.. code-block:: default


    import numpy as np
    import matplotlib.pyplot as plt

    # Generates 2 sets of observations
    samples1 = np.random.normal(0, size=1000)
    samples2 = np.random.normal(1, size=1000)

    # Compute a histogram of the sample
    bins = np.linspace(-4, 4, 30)
    histogram1, bins = np.histogram(samples1, bins=bins, density=True)
    histogram2, bins = np.histogram(samples2, bins=bins, density=True)

    plt.figure(figsize=(6, 4))
    plt.hist(samples1, bins=bins, density=True, label="Samples 1")
    plt.hist(samples2, bins=bins, density=True, label="Samples 2")
    plt.legend(loc='best')
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.090 seconds)


.. _sphx_glr_download_intro_scipy_auto_examples_plot_t_test.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example




    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_t_test.py <plot_t_test.py>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_t_test.ipynb <plot_t_test.ipynb>`


.. only:: html

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

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