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   課程章節

  • Axioms of Probability (C1)
  • Combinatorial Methods (C2)
  • Conditional Probability and Independence (C3)
  • Distribution Functions and Discrete Random Variables (C4) ?
  • Special Discrete Distributions (C5)
  • Continuous Random Variables (C6)
  • Special Continuous Distributions (C7)
  • Bivariate Distributions (C8)
  • Multivariate Distributions (C9)
  • More Expectations and Variances (C10)
  • Sums of Independent Random Variables and Limit Theorems (C11)
  • Stochastic Processes (C12)
  • Simulation (C13)
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   課程參考

  • Text Book: S. Ghahramani, Fundamentals of Probability with Stochastic Processes, 3rd edition, Prentice Hall, 2005
  • Additional Reading:
    • A. H. Haddad, Probabilistic Systems and Random Signals, Prentice Hall, 2006
    • S. Ross, A First Course in Probability, 6th edition, Prentice Hall, 2002
    • T. T. Soong, Fundamentals of Probability and Statistics for Engineers, Wiley, 2004
    • R. E. Walpole, R. H. Myers, S. L. Myers, K. Ye, Probability and Statistics for Engineers and Scientists, 8th Edition, Prentice Hall, 2007
  • Check class website regularly
  • Handouts: Will be available before the class on the course website