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Data Analysis

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Elements of Signal Detection and Estimation
Author: Carl W. Helstrom  Language:
Contents: the statistical foundation; detection of a know signal; narrowband signals and their detection; detection in multiple observations; evaluating signal delectability; estimation of signal para . . . . .
Fundamental Numerical Methods and Data Analysis
Author: George W. Collins, II  Language:
Contents: Introduction and Fundamental Concepts; The Numerical Methods for Linear Equations and Matrices; Polynomial Approximation, Interpolation, and Orthogonal Polynomials; Numerical Evaluation of D . . . . .
Basic Data Analysis and More - A Guided Tour Using Python
Author: O. Melchert  Language:
In these lecture notes, a selection of frequently required statistical tools will be introduced and illustrated. They allow to post-process data that stem from, e.g., large-scale numerical simulation . . . . .
Everything you wanted to know about Data Analysis and Fitting but were afraid to ask
Author: Peter Young  Language:
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 g . . . . .

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