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Fundamentals of Numerical Computation

  • Home
  • Introduction
  • Square linear systems
  • Overdetermined linear systems
  • Roots of nonlinear equations
  • Piecewise interpolation
  • Initial-value problems for ODEs
  • Review: Linear algebra
  • All demo notebooks
    • Chapter 1 (Introduction)
    • Chapter 2 (Linear systems)
    • Chapter 3 (Least squares)
      • Interpolating temperature data
      • Fitting temperature data
      • Convergence to \pi
      • Instability in the normal equations
      • QR factorizations in Julia
      • Householder QR
    • Chapter 4 (Rootfinding)
    • Chapter 5 (Piecewise)
    • Chapter 6 (IVPs)
  • References
  • Index
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Chapter 3 (Least squares)ΒΆ

  • Interpolating temperature data

  • Fitting temperature data

  • Convergence to \pi

  • Instability in the normal equations

  • QR factorizations in Julia

  • Householder QR

Cholesky factorization Interpolating temperature data

By Tobin A. Driscoll and Richard J. Braun
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