機率學主要的目的在於介紹和解析機會的結構及其相關之變數與函 數。 這方面的知識為許多進一步研究涉不確定性因素問題的學問的 基礎。本課程引導同學接觸一些有趣的理論和實例。

For a one-semester course, this course provides and strikes a reasonable balance between the analytical, and quantitative approaches to the study of probability and statistics. And also, this material can enhance the students on the mathematical background for their engineering training, especially on the modeling issues of multifarious application or engineering fields. Discrete/Continuous Random Variables and Probability Distributions, Descriptive Statistics, Point Estimation of Parameters and Sampling Distributions, Statistical Intervals, Tests of Hypotheses, Linear Regression and Correlation.

Saeed Ghahramani. Fundamentals of Probability With Stochastic Processes, 4/e, Routledge