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Data Analysis and Fitting.
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Scientific Data Analysis
(PDF, v1.01) Basic principles of measurement and error analysis. Propagation of uncertainties. Linear regression. Optimisation of multi-parameter empirical fitting functions (PDF, v1.01) + Nelder-Mead Demonstration (Open document spreadsheet*) Doubly asymptotic fitting functions: see Practical continuous funcs for int. impedance. Theoretical modelling, non-linear fitting, Fortran examples: see DWK PhD, Appendix 6. |
| * Some versions of the Microsoft download manager will change the file extension of Open Document files to ' .zip '. Zip compression is used in these files, but they do not need to be un-zipped. The suffix must be changed back to its original form (.ods in the case of spreadsheets) before the file can be opened using Open Office. |
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