機率

This course gives an elementary introduction to the theory of probability and its applications.

微積分

無備註

教師未提供此項資料

作業部份: 考試部份: Two midterm and one final exams 評量部份: Homeworks and presence: 15% Two Midterms: 30% Final: 30%

• Axioms of probability

  實作：

  1

• Combinatorial methods

  實作：

  1

• Conditional probability and independence

  實作：

  1

• Distributed functions and discrete random variables

  實作：

  1

• Special discrete distributions

  實作：

  1

• Continuous random variables

  實作：

  1

• Special continuous distributions

  實作：

  1

• Bivariate distributions

  實作：

  1

• Multivariate distributions

  實作：

  1

• More expectations and variances

  實作：

  1

• Sums of independent random variables and limit theorems

  實作：

  1

S. Ghahramani, Fundamentals of Probability, with Stochastic Processes, 3rd ed or later edition. Upper Saddle River, NJ: Prentice Hall, 2005.

地點

EC425

時間

Wed. 13:30-14:30

聯絡方式

mfchang@cs.nctu.edu.tw