統計學

Statistics

學期

111-1

學分

3 學分

當期課號

557702

永久課號

MGIF30050

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 covers both data exploration, probability, and statistical inferences. Students will work with statistical software (EXCEL), hand calculation, and conduct a project to solve a self-motivated real-world problem. Advanced topics, such as logistic regression will be covered.

先修科目

Statistics is a fundamental course for financial analytics. There are no preresiquites for this course.

教學方式

1. We use Microsoft Meets for meeting. 2. TA: 潘俞綺 (Email: lovecici0718@gmail.com)

評分方式

Grading policy * Participation and Homework 25%: on a weekly basis * Project 9-12 (25%) * Exam 1. 1:20 - 4:20 (15%) * Exam 2. 1:20 - 4:20 (15%) * Exam 3. 1:20 - 4:20 (20%)

週次計畫

週次	主題
第 1 週	Chapters 1, 2, 3: data descriptions
第 2 週	4.1, 4.2, 4.3, 4.4: Probabiltiy 5.1, 5.2: Discrete random variables 6.2, 6.3: Continuous random variables
第 3 週	Review Exam 1
第 4 週	7.2, 7.3, 7.5: Sampling distribution and Central limit theorem 8.2, 8.3: Point and interval estimation
第 5 週	8.4, 8.5: Large samples, two populations, two proportions 9.1, 9.2, 9.3, 9.4, 9.5: Large samples and hypothesis tests
第 6 週	Review Exam 2
第 7 週	10.1, 10.2, 10.5: Small samples, one population 12.1, 12.3: Regression, H_0
第 8 週	10.3, 10.6, 10.4: small samples for two populations, paired t test 12.4, 12.5: Regression, diagnostic tool, CI and PI
第 9 週	Review Exam 3

教科書

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

Office Hours

地點: Online or M-415
時間: By appointments
聯絡方式: Email: venteng@gmail.com