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Appendices

Appendices

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Chapter Contents:

  • A.1 Fourier transform
  • A.1.1 Fourier transforms for continuous-time signals
  • A.1.2 Fourier transform for discrete-time signal
  • A.2 Probability and random variables
  • A.2.1 Probabilistic modeling with random variables
  • A.2.2 Properties of random variables
  • A.2.3 Sample random variables
  • A.2.4 Multiple random variables
  • A.2.5 Random processes
  • A.3 Vectors and matrices
  • A.3.1 Definition
  • A.3.2 Operations
  • A.3.3 Matrix decomposition
  • A.4 Lagrange multipliers
  • Bibliography

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