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PDL::Fit contains the following packages: PDL::Fit::Gaussian, PDL::Fit::LM, PDL::Fit::Linfit and PDL::Fit::Polynomial. PDL::Fit::Gaussian contains some custom gaussian fitting routines. These were developed in collaboration with Alison Offer, they do a reasonably robust job and are quite useful. PDL::Fit::LM provides fitting functions for PDL. Currently, only Levenberg-Marquardt fitting is implemented. Other procedures should be added as required. For a fairly concise overview on fitting see Numerical Recipes, chapter 15 "Modeling of data". PDL::Fit::Linfit contains routines to perform general curve-fits to a set (linear combination) of specified functions. PDL::Fit::Polynomial contains routines for doing simple polynomial fits to data. |
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