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.. _book_fig_chapter10:

Chapter 10: Time Series Analysis
--------------------------------
This chapter covers the analysis of both periodic and non-periodic time series,
for both regularly and irregularly spaced data.




.. toctree::
   :maxdepth: 2






.. toctree::
   :hidden:

   ./fig_rrlyrae_reconstruct

   ./fig_convolution_diagram

   ./fig_FFT_aliasing

   ./fig_FFT_sampling

   ./fig_fft_example

   ./fig_LIGO_power_spectrum

   ./fig_wavelet_PSD

   ./fig_line_wavelet_PSD

   ./fig_wavelets

   ./fig_wiener_filter

   ./fig_wiener_kernel

   ./fig_mincomp_procedure

   ./fig_mincomp

   ./fig_sampling

   ./fig_LS_example

   ./fig_LS_sg_comparison

   ./fig_LINEAR_LS

   ./fig_LS_double_eclipse

   ./fig_LINEAR_BIC

   ./fig_LINEAR_clustering

   ./fig_LINEAR_clustering

   ./fig_LINEAR_GMMBayes

   ./fig_LINEAR_SVM

   ./fig_arrival_time

   ./fig_matchedfilt_burst

   ./fig_matchedfilt_chirp

   ./fig_matchedfilt_chirp2

   ./fig_chirp2_PSD

   ./fig_powerlaw

   ./fig_autocorrelation



.. figure:: ./../images/chapter10/fig_rrlyrae_reconstruct_1_thumb.png
    :target: ./fig_rrlyrae_reconstruct.html
    :align: center

    :ref:`book_fig_chapter10_fig_rrlyrae_reconstruct`

.. figure:: ./../images/chapter10/fig_convolution_diagram_1_thumb.png
    :target: ./fig_convolution_diagram.html
    :align: center

    :ref:`book_fig_chapter10_fig_convolution_diagram`

.. figure:: ./../images/chapter10/fig_FFT_aliasing_1_thumb.png
    :target: ./fig_FFT_aliasing.html
    :align: center

    :ref:`book_fig_chapter10_fig_FFT_aliasing`

.. figure:: ./../images/chapter10/fig_FFT_sampling_1_thumb.png
    :target: ./fig_FFT_sampling.html
    :align: center

    :ref:`book_fig_chapter10_fig_FFT_sampling`

.. figure:: ./../images/chapter10/fig_fft_example_1_thumb.png
    :target: ./fig_fft_example.html
    :align: center

    :ref:`book_fig_chapter10_fig_fft_example`

.. figure:: ./../images/chapter10/fig_LIGO_power_spectrum_1_thumb.png
    :target: ./fig_LIGO_power_spectrum.html
    :align: center

    :ref:`book_fig_chapter10_fig_LIGO_power_spectrum`

.. figure:: ./../images/chapter10/fig_wavelet_PSD_1_thumb.png
    :target: ./fig_wavelet_PSD.html
    :align: center

    :ref:`book_fig_chapter10_fig_wavelet_PSD`

.. figure:: ./../images/chapter10/fig_line_wavelet_PSD_1_thumb.png
    :target: ./fig_line_wavelet_PSD.html
    :align: center

    :ref:`book_fig_chapter10_fig_line_wavelet_PSD`

.. figure:: ./../images/chapter10/fig_wavelets_1_thumb.png
    :target: ./fig_wavelets.html
    :align: center

    :ref:`book_fig_chapter10_fig_wavelets`

.. figure:: ./../images/chapter10/fig_wiener_filter_1_thumb.png
    :target: ./fig_wiener_filter.html
    :align: center

    :ref:`book_fig_chapter10_fig_wiener_filter`

.. figure:: ./../images/chapter10/fig_wiener_kernel_1_thumb.png
    :target: ./fig_wiener_kernel.html
    :align: center

    :ref:`book_fig_chapter10_fig_wiener_kernel`

.. figure:: ./../images/chapter10/fig_mincomp_procedure_1_thumb.png
    :target: ./fig_mincomp_procedure.html
    :align: center

    :ref:`book_fig_chapter10_fig_mincomp_procedure`

.. figure:: ./../images/chapter10/fig_mincomp_1_thumb.png
    :target: ./fig_mincomp.html
    :align: center

    :ref:`book_fig_chapter10_fig_mincomp`

.. figure:: ./../images/chapter10/fig_sampling_1_thumb.png
    :target: ./fig_sampling.html
    :align: center

    :ref:`book_fig_chapter10_fig_sampling`

.. figure:: ./../images/chapter10/fig_LS_example_1_thumb.png
    :target: ./fig_LS_example.html
    :align: center

    :ref:`book_fig_chapter10_fig_LS_example`

.. figure:: ./../images/chapter10/fig_LS_sg_comparison_1_thumb.png
    :target: ./fig_LS_sg_comparison.html
    :align: center

    :ref:`book_fig_chapter10_fig_LS_sg_comparison`

.. figure:: ./../images/chapter10/fig_LINEAR_LS_1_thumb.png
    :target: ./fig_LINEAR_LS.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_LS`

.. figure:: ./../images/chapter10/fig_LS_double_eclipse_1_thumb.png
    :target: ./fig_LS_double_eclipse.html
    :align: center

    :ref:`book_fig_chapter10_fig_LS_double_eclipse`

.. figure:: ./../images/chapter10/fig_LINEAR_BIC_1_thumb.png
    :target: ./fig_LINEAR_BIC.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_BIC`

.. figure:: ./../images/chapter10/fig_LINEAR_clustering_1_thumb.png
    :target: ./fig_LINEAR_clustering.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_clustering`

.. figure:: ./../images/chapter10/fig_LINEAR_clustering_1_thumb.png
    :target: ./fig_LINEAR_clustering.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_clustering`

.. figure:: ./../images/chapter10/fig_LINEAR_GMMBayes_1_thumb.png
    :target: ./fig_LINEAR_GMMBayes.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_GMMBayes`

.. figure:: ./../images/chapter10/fig_LINEAR_SVM_1_thumb.png
    :target: ./fig_LINEAR_SVM.html
    :align: center

    :ref:`book_fig_chapter10_fig_LINEAR_SVM`

.. figure:: ./../images/chapter10/fig_arrival_time_1_thumb.png
    :target: ./fig_arrival_time.html
    :align: center

    :ref:`book_fig_chapter10_fig_arrival_time`

.. figure:: ./../images/chapter10/fig_matchedfilt_burst_1_thumb.png
    :target: ./fig_matchedfilt_burst.html
    :align: center

    :ref:`book_fig_chapter10_fig_matchedfilt_burst`

.. figure:: ./../images/chapter10/fig_matchedfilt_chirp_1_thumb.png
    :target: ./fig_matchedfilt_chirp.html
    :align: center

    :ref:`book_fig_chapter10_fig_matchedfilt_chirp`

.. figure:: ./../images/chapter10/fig_matchedfilt_chirp2_1_thumb.png
    :target: ./fig_matchedfilt_chirp2.html
    :align: center

    :ref:`book_fig_chapter10_fig_matchedfilt_chirp2`

.. figure:: ./../images/chapter10/fig_chirp2_PSD_1_thumb.png
    :target: ./fig_chirp2_PSD.html
    :align: center

    :ref:`book_fig_chapter10_fig_chirp2_PSD`

.. figure:: ./../images/chapter10/fig_powerlaw_1_thumb.png
    :target: ./fig_powerlaw.html
    :align: center

    :ref:`book_fig_chapter10_fig_powerlaw`

.. figure:: ./../images/chapter10/fig_autocorrelation_1_thumb.png
    :target: ./fig_autocorrelation.html
    :align: center

    :ref:`book_fig_chapter10_fig_autocorrelation`





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