統計學

Statistics

學期

110-1

學分

3 學分

當期課號

5665

永久課號

IOF5040

開課單位

管理學院碩士在職專班-財金組

授課教師

鄧惠文

校區

光復

類別

選修

上課時間表

節	週六
5 13:20–14:10	統計學 M102 3 節連堂
6 14:20–15:10
7 15:30–16:20

* 根據陽明交大上課時間表所列

概述

This course will cover both probability theory and statistics in confidence intervals and hypothesis tests. It will familiarize students with statistical software (EXCEL) and train students in interpreting statistical results.

先修科目

calculus

教學方式

1. 10月底前同步線上 Link: https://meet.google.com/oxz-mquc-bqw 2. 助教呂映葇 cherrylu0711@gmail.com Office hour: Every Friday 8 - 10 pm (Video call link: https://meet.google.com/exc-qsah-cpk) or by appointment 3. We will use hackMD (link will be given in class) to outline the course planning.

評分方式

Grading policy: 1. Homework (25): Given on weekly basis, submitted via new E3. Solutions will be posted by TA. 2. Exam 1. 13:20 -16:20, 11/20 (25%) 3. Exam 2. 9:00 -12:00, 1/15 (25%) 4. Presentation 13:20 -16:20, 1/15 (25%)

週次計畫

週次	主題
第 1 週	Overview. C1: Describing data with graphs C2: Describing data with numerical measures
第 2 週	C3: Describing bivariate data C4: Probabilty C5. Discrete Probabiltiy Distribution
第 3 週	C6. The normal probability distribution
第 4 週	C7. Sampling distribution C8. Large sample estiamation
第 5 週	Chapter 9: Large-Sample Tests of Hypotheses Exam 1
第 6 週	Chapter 9: Large-Sample Tests of Hypotheses Chapter 10. Small sample Chapter 11. ANOVA
第 7 週	Chapter 12: Simple linear regression Chapter 13. Multiple regression Chapter 14.
第 8 週	No class (元旦)
第 9 週	Exam 2. Project presentation

教科書

Mendenhall, Beaver, Beaver (2020) Introduction to Probability and Statistics, 15th edition, Cengage Learning, Inc.

Office Hours

地點: M-415
時間: Please email me to set up an appointment
聯絡方式: Email: venteng@gmail.com