統計學(二)

Statistics (II)

學期

113-2

學分

3 學分

當期課號

517014

永久課號

MGCM10012

開課單位

管理學院共同課程

授課教師

鄧惠文

校區

光復

類別

必修

上課時間表

節	週一
2 09:00–09:50	統計學(二) M205 3 節連堂
3 10:10–11:00
4 11:10–12:00

* 根據陽明交大上課時間表所列

概述

Course Descriptions and Objectives: Based on the concepts and inference foundations in Statistics(I), continuously learning hypothesis testing and statistical analysis techniques for various data characteristics, such as small-sample statistical inference, variance analysis, regression analysis, categorical data analysis and nonparametric statistics. This course is given in English. See students' feedback in another English-taught course, Mathematical Statistics, at https://venteng.github.io/Teaching/20241223_Math_Stat_Survey.html

先修科目

Calculus and Statistics(I)

教學方式

Pedagogy and other supplementary information (websites, TAs, handouts and/or databases): The materials of other chapters are supplemented by each instructor. This course is given in English. See students' feedback in another English-taught course, Mathematical Statistics, at https://venteng.github.io/Teaching/20241223_Math_Stat_Survey.html Survey to collect gitHUB account https://forms.gle/jMBxbGoJkcB3f4Fe8

評分方式

1. Homework and Assignments: Regularly announced according to schedule. 2. Exams and Quizzes: Two midterms and one final exam (the second midterm is a joint unified examination). Quizzes are designed by each instructor. 3. Evaluation and Grading Policy: the first midterm (25%), the second midterm (30%), the final exam (25%), participation/in-class exercise/homework/quizzes/others (20%)

課程大綱

The Analysis of Variance (Ch11)
Linear Regression and Correlation (Ch 12)
Analysis of Categorical Data (Ch 14)
Nonparametric Statistics(Ch 15)
Inference from Small Samples (Ch 10)

週次計畫

週次	主題
第 1 週	Review Statistic
第 2 週	Warm-up Quiz
第 3 週	Hypothesis Tests — 10.1 ~ 10.4
第 4 週	Hypothesis Tests — 10.5 ~ 10.
第 5 週	1st Midterm (Hypothesis Tests)
第 6 週	Analysis of Variance — 11.1 ~ 11.3
第 7 週	Analysis of Variance — 11.4Simple Linear Regression — 12.1 ~ 12.2
第 8 週	Simple Linear Regression — 12.3 ~ 12.4
第 9 週	Simple Linear Regression — 12.5 ~ 12.6
第 10 週	2nd Midterm (ANOVA &amp amp&#x0D Simple Linear Regression)
第 11 週	Analysis of Categorical Data — 14.1 ~ 14.2
第 12 週	Analysis of Categorical Data — 14.3 ~ 14.4
第 13 週	Nonparametric Statistics — 15.1 ~ 15.3
第 14 週	Nonparametric Statistics — 15.4 ~ 15.5
第 15 週	Nonparametric Statistics — 15.6 ~ 15.7
第 16 週	Final term (Categorical Data &amp amp&#x0D Nonparametric Statistics)

教科書

Introduction to Probability and Statistics, W. Mendenhall, R. Beaver, and B. Beaver. 15th Edition 2019 by Cengage Learning Inc.

Office Hours

地點: announced by instructor
時間: announced by instructor
聯絡方式: announced by instructor