查詢教學大綱與進度

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

110-3 309535 統計學(一) 1 3.0 3 ▲ 朴維鎮大學部重補修 11 0 停開

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
110-3	309535	統計學(一)	1	3.0	3	▲	朴維鎮	大學部重補修	11	0	停開

教學大綱與進度：

教師姓名朴維鎮

Email eugenepark993@gmail.com

最後更新時間 2022-06-01 11:40:02

課程大綱 The objective of this course is to introduce students to core ideas of probability and statistics, and also to provide an understanding on statistical concepts to include measurements of location and dispersion, probability, probability distributions, sampling, estimation, hypothesis testing, correlation analysis, and simple and multiple linear regression. Consequently, these skills will provide the student with a basis to conduct their own such analyzes and to evaluate critically others’ uses of statistics.

課程進度 Week 1 Introduction to statistics, data Summary, and presentation Week 2 Probability, Bayesian theorem, correlation Week 3 Random variables and probability distributions – Random variables, probability Week 4 Random variables and probability distributions – Continuous random variables Week 5 Random variables and probability distributions – Discrete random variables Week 6 Decision making for a single sample – Estimation, hypothesis testing Week 7 Decision making for a single sample – Inference on the mean of a population Week 8 Quiz, independent Study Week 9 Midterm exam (In-class, 1 Cheat Sheet, Calculator) Week 10 Decision making for a single sample – Inference on the variance of a normal population Week 11 Decision making for a single sample – Inference on a population proportion, goodness of fit test Week 12 Decision making for two samples – Inference on the means of two populations (Part I) Week 13 Decision making for two samples – Inference on the means of two populations (Part II) Week 14 Decision making for two samples – Paired t-test, inference on the ratio of variances of two normal populations Week 15 Decision making for two samples – Inference on two population proportions Week 16 Building Empirical Models – Simple Linear Regression Week 17 Quiz, independent Study Week 18 Final exam

評量方式與標準 Midterm Exam: 30 % Final Exam: 30 % Quiz: 35 % Attendance: 5%

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：是
Engineering Statistics (5th Ed., Wiley) by Montgomery, Runger, and Hubele (ISBN: 978-0-324-59433-1)

課程諮詢管道 Email or i-school system.

延伸教學與資源

課程對應SDGs指標

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備註

教師姓名	朴維鎮
Email	eugenepark993@gmail.com
最後更新時間	2022-06-01 11:40:02
課程大綱	The objective of this course is to introduce students to core ideas of probability and statistics, and also to provide an understanding on statistical concepts to include measurements of location and dispersion, probability, probability distributions, sampling, estimation, hypothesis testing, correlation analysis, and simple and multiple linear regression. Consequently, these skills will provide the student with a basis to conduct their own such analyzes and to evaluate critically others’ uses of statistics.
課程進度	Week 1 Introduction to statistics, data Summary, and presentation Week 2 Probability, Bayesian theorem, correlation Week 3 Random variables and probability distributions – Random variables, probability Week 4 Random variables and probability distributions – Continuous random variables Week 5 Random variables and probability distributions – Discrete random variables Week 6 Decision making for a single sample – Estimation, hypothesis testing Week 7 Decision making for a single sample – Inference on the mean of a population Week 8 Quiz, independent Study Week 9 Midterm exam (In-class, 1 Cheat Sheet, Calculator) Week 10 Decision making for a single sample – Inference on the variance of a normal population Week 11 Decision making for a single sample – Inference on a population proportion, goodness of fit test Week 12 Decision making for two samples – Inference on the means of two populations (Part I) Week 13 Decision making for two samples – Inference on the means of two populations (Part II) Week 14 Decision making for two samples – Paired t-test, inference on the ratio of variances of two normal populations Week 15 Decision making for two samples – Inference on two population proportions Week 16 Building Empirical Models – Simple Linear Regression Week 17 Quiz, independent Study Week 18 Final exam
評量方式與標準	Midterm Exam: 30 % Final Exam: 30 % Quiz: 35 % Attendance: 5%
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：是 Engineering Statistics (5th Ed., Wiley) by Montgomery, Runger, and Hubele (ISBN: 978-0-324-59433-1)
課程諮詢管道	Email or i-school system.
延伸教學與資源
課程對應SDGs指標
課程是否導入AI
備註