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arxiv: 1210.3781 · v3 · pith:2WGFXSUDnew · submitted 2012-10-14 · ⚛️ physics.data-an · cond-mat.stat-mech· physics.comp-ph

Everything you wanted to know about Data Analysis and Fitting but were afraid to ask

classification ⚛️ physics.data-an cond-mat.stat-mechphysics.comp-ph
keywords datanoteswhatafraidalgorithmsanalysisassumptionsaverage
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These notes discuss, in a style intended for physicists, how to average data and fit it to some functional form. I try to make clear what is being calculated, what assumptions are being made, and to give a derivation of results rather than just quote them. The aim is put a lot useful pedagogical material together in a convenient place. This manuscript is a substantial enlargement of lecture notes I prepared for the Bad Honnef School on "Efficient Algorithms in Computational Physics", September 10-14, 2012.

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