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A comprehensive textbook covering numerical methods and their application to data analysis. It presents algorithms and techniques for solving linear equations, interpolation, differentiation and integration, differential and integral equations, least squares, Fourier analysis, probability, and statistical inference — designed to help scientists and engineers understand and correctly apply numerical computation rather than treating computation as a “black box.”

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245: $a: Fundamental Numerical Methods and Data Analysis
245: $b:
082: $a:
100: $a: George W. Collins, II
650: $a: Numerical analysis
250: $a:
440: $v:
250: $b: George W. Collins, II 2003
250: $c: 2003
020: $a: 978-0-9718392-0-5
300: $a: 576