by Nikolai V. Shokhirev

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This is a series of introductory tutorials in computing, data processing, statistics and modeling

• Use of correlation for pattern size extraction
• Error estimation
• Error amplification
• Error propagation

• Multivariate correlations
• Principal Component Analysis

• Basics of indirect and remote measurements
• Singular Value Decomposition
• Analysis of accuracy and resolution of reconstruction
• Processing of indirect measurements

Interpolation, Extrapolation, Fitting, Filtering, Smoothing

• Orthogonal basis functions (The power of orthogonality)

Acknowledgements. I would like to thank Dr. Robert E. Berry and Maxim N. Shokhirev for their critical reviews, remarks, suggestions and corrections.

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