Collins G. Fundamental Numerical Methods and Data Analysis 2003

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Textbook in PDF format

* Contents and Introduction
* Chapter 1: Introduction and Fundamental Concepts
* Chapter 2: The Numerical Methods for Linear Equations and Matrices
* Chapter 3: Polynomial Approximation, Interpolation, and Orthogonal Polynomials
* Chapter 4: Numerical Evaluation of Derivatives and Integrals
* Chapter 5: Numerical Solution of Differential and Integral Equations
* Chapter 6: Least Squares, Fourier Analysis, and Related Approximation Norms
* Chapter 7: Probability Theory and Statistics
* Chapter 8: Sampling Distributions of Moments, Statistical Tests, and Procedures

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