Essam Sourour

Dr. Essam Sourour, Professor

Alexandria University, Faculty of Engineering

Dept. of Electrical Engineering, Alexandria, Egypt, 21544

email: essam.sourour@alex-eng.edu.eg & sourour@ieee.org

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STATISTICAL COMMUNICATIONS

Course Contents

Text Book: Statistical signal processing, volume 1, estimation theory, Steven Key

  • Chapter 2: Minimum variance unbiased estimator
  • Chapter 3: Cramer-Rao bound
  • Chapter 4: Linear models
  • Chapter 5: General minimum variance unbiased estimator
  • Chapter 6: Best linear unbiased estimator
  • Chapter 7: Maximum Likelihood estimation
  • Chapter 8: Least squares