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Statistical Neuroscience 2025 Examples
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Temporal Time Series Analysis
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    <div class="sphx-glr-thumbcontainer" tooltip="Generation of Gaussian White Noise">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_whiteNoiseExample_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_whiteNoiseExample.py`

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      <div class="sphx-glr-thumbnail-title">Generation of Gaussian White Noise</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Generation of a autoregressive time series">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_autoregressiveExample_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_autoregressiveExample.py`

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      <div class="sphx-glr-thumbnail-title">Generation of a autoregressive time series</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Generation of a moving average time series">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_movingAverageExample_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_movingAverageExample.py`

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      <div class="sphx-glr-thumbnail-title">Generation of a moving average time series</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="White noise analytical and estimated autocorrelation, and 95% confidence interval">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_whiteNoiseAutocorrelation_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_whiteNoiseAutocorrelation.py`

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      <div class="sphx-glr-thumbnail-title">White noise analytical and estimated autocorrelation, and 95% confidence interval</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Generation of a signal plus noise time series">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_signalPlusNoise_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_signalPlusNoise.py`

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      <div class="sphx-glr-thumbnail-title">Generation of a signal plus noise time series</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Generation of a random walk with drift time series">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_randomWalkWithDriftExample_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_randomWalkWithDriftExample.py`

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      <div class="sphx-glr-thumbnail-title">Generation of a random walk with drift time series</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="AR(1) analytical and estimated autocovariance">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_autoregressiveAutocovariance_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_autoregressiveAutocovariance.py`

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      <div class="sphx-glr-thumbnail-title">AR(1) analytical and estimated autocovariance</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Moving average analytical and estimated autocovariance">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_movingAverageAutocovariance_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_movingAverageAutocovariance.py`

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      <div class="sphx-glr-thumbnail-title">Moving average analytical and estimated autocovariance</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plotting samples from harmonic process">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_samplesHarmonicProcess_thumb.png
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  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_samplesHarmonicProcess.py`

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      <div class="sphx-glr-thumbnail-title">Plotting samples from harmonic process</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Harmonic process analytical and estimated autocovariance">

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  .. image:: /auto_examples/01_temporalTimeSeriesAnalysis/images/thumb/sphx_glr_plot_harmonicAutocovariance_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_01_temporalTimeSeriesAnalysis_plot_harmonicAutocovariance.py`

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      <div class="sphx-glr-thumbnail-title">Harmonic process analytical and estimated autocovariance</div>
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.. toctree::
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   :includehidden:


   /auto_examples/01_temporalTimeSeriesAnalysis/index.rst


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

      :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


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