Implementation details of analysis functions:

Analysis groups and functions:

• Data reduction (prune) (see xmgrace)
• Differentation (T3766)
• Integration (T3886)
• Smooth (T2391)
• Interpolation (T2171)
• Fourier filter (T2104)
• Fourier transformation (T3088)
• Nonlinear Fitting (T5994)
• Data set operations (T8642)
• Advanced methods (T9719)
• Analysis on live data (T10081)

DONE:

• Convolution/Deconvolution
  • https://terpconnect.umd.edu/~toh/spectrum/Deconvolution.html
  • https://docs.scipy.org/doc/numpy/reference/generated/numpy.convolve.html, https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.convolve.html#scipy.signal.convolve
  • https://www.originlab.com/doc/Origin-Help/Convolution, https://www.originlab.com/doc/Origin-Help/Deconvolution,https://www.originlab.com/doc/X-Function/ref/conv
  • https://www.wavemetrics.com/products/igorpro/dataanalysis/signalprocessing/convolution
  • https://en.wikipedia.org/wiki/Circular_convolution, https://dspillustrations.com/pages/posts/misc/circular-convolution-example.html

• Auto-/Cross correlation
  • https://en.wikipedia.org/wiki/Cross-correlation, https://en.wikipedia.org/wiki/Autocorrelation
  • http://www.aip.de/groups/soe/local/numres/bookcpdf/c13-2.pdf
  • https://docs.scipy.org/doc/numpy/reference/generated/numpy.correlate.html
  • https://www.originlab.com/doc/Origin-Help/Correlation
  • https://www.wavemetrics.com/products/igorpro/dataanalysis/signalprocessing/convolution
  • https://de.mathworks.com/help/signal/ref/xcorr.html
  • http://scidavis.sourceforge.net/manual/x4199.html

Links:

https://terpconnect.umd.edu/~toh/spectrum/SignalProcessingTools.html
https://kst-plot.kde.org/kst1/handbook/plugins-vector-processing.html