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matteobachetti committed Sep 28, 2023
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Expand Up @@ -21,26 +21,35 @@ Features
Current Capabilities
--------------------

Currently implemented functionality in this library comprises:
1. Data handling and simulation
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

* loading event lists from fits files of a few missions (RXTE/PCA, NuSTAR/FPM, XMM-Newton/EPIC, NICER/XTI)
* constructing light curves from event data, various operations on light curves (e.g. addition, subtraction, joining, and truncation)
* simulating a light curve with a given power spectrum
* simulating a light curve from another light curve and a 1-d (time) or 2-d (time-energy) impulse response
* simulating an event list from a given light curve _and_ with a given energy spectrum
* Good Time Interval operations
* power spectra in Leahy, rms normalization, absolute rms and no normalization
* averaged power spectra
* dynamical power spectra

2. Fourier methods
~~~~~~~~~~~~~~~~~~
* power spectra and cross spectra in Leahy, rms normalization, absolute rms and no normalization
* averaged power spectra and cross spectra
* dynamical power spectra and cross spectra
* maximum likelihood fitting of periodograms/parametric models
* (averaged) cross spectra
* coherence, time lags
* cross correlation functions
* RMS spectra and lags (time vs energy, time vs frequency); *needs testing*
* Variability-Energy spectra, like covariance spectra and lags *needs testing*
* covariance spectra; *needs testing*
* bispectra; *needs testing*
* (Bayesian) quasi-periodic oscillation searches
* simulating a light curve with a given power spectrum
* simulating a light curve from another light curve and a 1-d (time) or 2-d (time-energy) impulse response
* simulating an event list from a given light curve _and_ with a given energy spectrum
* Lomb-Scargle periodograms and cross spectra

3. Other time series methods
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
* pulsar searches with Epoch Folding, :math:`Z^2_n` test
* Gaussian Processes for QPO studies
* cross correlation functions

Future Plans
------------
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