112年第1學期-1021 機率學 課程資訊

評分方式

評分項目	配分比例	說明
quiz/homework/projects	90
Others	10

教育目標

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.

課程概述

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。

基本資料

必修課，學分數：3-0
上課時間：三/6,7,8[C202]
修課班級：資工系1C
修課年級：2年級以上
選課備註：可替代機率統計

參考書目

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