教學大綱與進度

課程基本資料：

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
110-2	302961	機率與統計	1	3.0	3	★	鄧一中	智動四	13	0	◎上限13人

教學大綱與進度：

教師姓名	鄧一中
Email	icdeng@tpcu.edu.tw
最後更新時間	2022-02-16 16:14:25
課程大綱	(1) 統計學與資料分析導論 (2) 機率 (3) 隨機變數與機率分佈 (4) 數學期望 (5) 離散機率分佈 (6) 連續機率分佈 (7) 基礎抽樣分佈與資料描述 (8) 單樣本和雙樣本估計 (1) Introduction to Statistics and Data Analysis (2) Probability (3) Random Variables and Probability Distributions (4) Mathematical Expectation (5) Discrete Probability Distributions (6) Continuous Probability Distributions (7) Fundamental Sampling Distributions and Data Descriptions (8) One- and Two-Sample Estimation Problems
課程進度	W1 (1) Introduction to Statistics and Data Analysis：Sampling Procedures, Sample Mean and Median, Measures of Variability, Discrete and Continuous Data W2 (1) Introduction to Statistics and Data Analysis：Statistical Modeling, Scientific Inspection, and Graphical Diagnostics (2) Probability：Sample Space, Events, Counting Sample Points W3 (2) Probability：Counting Sample Points, Additive Rules, Conditional Probability, Independence Probability, the Product Rule, Bayes’ Rule W4 (2) Probability：Independence Probability, the Product Rule, Bayes’ Rule W5 (3) Random Variables and Probability Distributions：Concept of a Random Variable, Discrete Probability Distributions W6 (3) Random Variables and Probability Distributions：Continuous Probability Distributions, Joint Probability Distributions W7 (4) Mathematical Expectation：Mean of a Random Variable, Variance and Covariance of Random Variables W8 (4) Mathematical Expectation：Means and Variances of Linear Combinations of Random Variables, Chebyshev’s Theorem W9 Midterm Exam W10 (5) Discrete Probability Distributions：Introduction and Motivation，Binomial and Multinomial Distributions, Hypergeometric Distribution W11 (5) Discrete Probability Distributions：Negative Binomial and Geometric Distributions, Poisson Distribution and the Poisson Process W12 (6) Continuous Probability Distributions：Continuous Uniform Distribution, Normal Distribution, Areas under the Normal Curve, Applications of the Normal Distribution W13 (6) Continuous Probability Distributions：Normal Approximation to the Binomial, Gamma and Exponential Distributions, Chi-Squared Distribution, Beta Distribution, Lognormal Distribution W14 (7) Fundamental Sampling Distributions and Data Descriptions：Random Sampling, Some Important Statistics, Sampling Distributions, Sampling Distribution of Means and the Central Limit Theorem W15 (7) Fundamental Sampling Distributions and Data Descriptions：Sampling Distribution of S2, t-Distribution, F-Distribution, Quantile and Probability Plots W16 (8) One- and Two-Sample Estimation Problems：Statistical Inference, Classical Methods of Estimation, Single Sample: Estimating the Mean, Standard Error of a Point Estimate W17 (8) One- and Two-Sample Estimation Problems：Prediction Intervals, Tolerance Limits, Two Samples Estimating, One Samples Estimating W18 Final Exam
評量方式與標準	期中考30%，出席率10%，小考與其他表現30%，期末考30%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：否 參考probability & statistics for Engineers & Scientistics 9th Edition 自行編寫教材
課程諮詢管道
備註	1. 本課程以實體上課為主，並依『COVID-19(武漢肺炎)』因應指引：公眾集會」規定，採梅花座。 2. 因應疫狀況動態調整上課方式，一但政府或校方通知因疫情嚴峻改用遠距上課，本課程遵照辦理，並採用校方提供之遠距軟體進行教學。 3. 請同學做好自主管理，有發燒或呼吸道不適症狀，請依校方規定請假，落實防疫措施。