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Top curve-fitting books mentioned on stackoverflow.com

The NURBS Book

Les Piegl, Wayne Tiller

NURBS (non-uniform rational B-splines) are a geometric tool used for computer-aided design. This book introduces all aspects of NURBS at a level suitable for both students and implementors.

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The Elements of Statistical Learning

Trevor Hastie, Robert Tibshirani, Jerome H. Friedman

This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.

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Introduction to Spectral Analysis

Petre Stoica

This book presents an introduction to spectral analysis that is designed for either course use or self-study. Clear and concise in approach, it develops a firm understanding of tools and techniques as well as a solid background for performing research.Topics covered include nonparametric spectrum analysis (both periodogram-based approaches and filter- bank approaches), parametric spectral analysis using rational spectral models (AR, MA, and ARMA models), parametric method for line spectra, and spatial (array) signal processing. Analytical and Matlab-based computer exercises are included to develop both analytical skills and hands-on experience.

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