ESTR2005

Code	Course Offering	ESTR2005
Title	Long Course Title	Probability and Statistics for Engineers	概率與統計的工程應用
Overview	Long Description	Probability theory: population, sample spaces and events, counting, axioms of probability, conditional probability, Bayes’ Theorem, discrete distributions, continuous distributions, joint distributions, expectation and decision making, random processes. Statistical inference: sampling distributions, point estimation, confidence interval, hypothesis testing, chi-square goodness-of-fit test. Introduction to regression analysis: linear regression. Not for students who have taken ENGG2430 or ENGG2450 or ESTR2002.	概率論：母群、樣本空間和隨機事件、計數法則、概率的公理化定義、條件概率、貝氏定理、離散型隨機變量的分佈、連續型隨機變量的分佈、聯合隨機變量的分佈、期望值和決策、隨機過程。統計推論：抽樣分配、點估計、區間估計、假設檢驗、卡方適配度檢定。回歸分析概論：線性回歸。