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)

   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