統計學(一)

Statistics (I)

學期

114-X

學分

3 學分

當期課號

517100

永久課號

MGCM10011

開課單位

管理科學系、運輸與物流管理學系、管理學院院本部

授課教師

巫佳煌

校區

光復

類別

必修

上課時間表

節	週一	週二	週三
2 09:00–09:50	統計學(一) MB110（光復） 3 節連堂	統計學(一) MB110（光復） 3 節連堂	統計學(一) MB110（光復） 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

建立統計思考架構及統計推論基礎 Establish a statistical thinking framework and a basis for statistical inference.

先修科目

微積分 Calculus

備註

無備註

教學方式

教師授課，助教輔導演習，各班授課至少包含以下內容，其他章節範圍視各班授課進度進行補充。 The materials of other chapters are supplemented by each instructor.

評分方式

學期作業: 依照進度定期公佈考試狀況: 兩次期中考試、一次期末考試評量方法: 第一次期中考 25%、第二次期中考 25%、期末考 30%、作業及小考與其他20% 1. Homework and Assignments: Regularly announced according to schedule. 2. Exams and Quizzes: Two midterms and one final exam. Quizzes are designed by each instructor. 3. Evaluation and Grading Policy: The first midterm (25%), the second midterm (25%), the final exam (30%), homework/quizzes/others (20%)

課程大綱

Sampling Distribution and Large-Sample Inference

Sampling Distribution; Large-Sample Estimation; Large-Sample Tests of Hypotheses

講授：

13
Descriptive Statistics

Using Graphs to Describe Data Using Numerical Measures to Describe Data

講授：

7
Probability

Elements of Chance: Probability Method

講授：

6
Distributions

Discrete Probability Distributions Continuous Probability Distributions

講授：

13

週次計畫

週次	主題
第 1 週	本週無課程 2026-06-29(一),2026-06-30(二),2026-07-01(三)
第 2 週	Chapter 1: Describing Data with Graphs Chapter 2: Describing Data with Numerical Measures Chapter 3: Describing Bivariate Data Chapter 4: Probability and Probability Distributions 2026-07-06(一),2026-07-07(二),2026-07-08(三) 時數：[2026-07-06]巫佳煌(3.00)
第 2 週	Chapter 1: Describing Data with Graphs Chapter 2: Describing Data with Numerical Measures Chapter 3: Describing Bivariate Data Chapter 4: Probability and Probability Distributions 2026-07-06(一),2026-07-07(二),2026-07-08(三) 時數：[2026-07-07]巫佳煌(3.00)
第 2 週	Chapter 1: Describing Data with Graphs Chapter 2: Describing Data with Numerical Measures Chapter 3: Describing Bivariate Data Chapter 4: Probability and Probability Distributions 2026-07-06(一),2026-07-07(二),2026-07-08(三) 時數：[2026-07-08]巫佳煌(3.00)
第 3 週	Chapter 5: Several Useful Discrete Distributions 7/14 (Tus) 1st midterm exam Chapter 6: The Normal Probability Distribution 2026-07-13(一),2026-07-14(二),2026-07-15(三) 時數：[2026-07-13]巫佳煌(3.00)
第 3 週	Chapter 5: Several Useful Discrete Distributions 7/14 (Tus) 1st midterm exam Chapter 6: The Normal Probability Distribution 2026-07-13(一),2026-07-14(二),2026-07-15(三) 時數：[2026-07-14]巫佳煌(3.00)
第 3 週	Chapter 5: Several Useful Discrete Distributions 7/14 (Tus) 1st midterm exam Chapter 6: The Normal Probability Distribution 2026-07-13(一),2026-07-14(二),2026-07-15(三) 時數：[2026-07-15]巫佳煌(3.00)
第 4 週	Chapter 6: The Normal Probability Distribution Chapter 7: Sampling Distributions Chapter 7: Sampling Distributions 2026-07-20(一),2026-07-21(二),2026-07-22(三) 時數：[2026-07-20]巫佳煌(3.00)
第 4 週	Chapter 6: The Normal Probability Distribution Chapter 7: Sampling Distributions Chapter 7: Sampling Distributions 2026-07-20(一),2026-07-21(二),2026-07-22(三) 時數：[2026-07-21]巫佳煌(3.00)
第 4 週	Chapter 6: The Normal Probability Distribution Chapter 7: Sampling Distributions Chapter 7: Sampling Distributions 2026-07-20(一),2026-07-21(二),2026-07-22(三) 時數：[2026-07-22]巫佳煌(3.00)
第 5 週	7/27 (Mon) 2nd midterm exam Chapter 8: Large-Sample Estimation Chapter 8: Large-Sample Estimation 2026-07-27(一),2026-07-28(二),2026-07-29(三) 時數：[2026-07-27]巫佳煌(3.00)
第 5 週	7/27 (Mon) 2nd midterm exam Chapter 8: Large-Sample Estimation Chapter 8: Large-Sample Estimation 2026-07-27(一),2026-07-28(二),2026-07-29(三) 時數：[2026-07-28]巫佳煌(3.00)
第 5 週	7/27 (Mon) 2nd midterm exam Chapter 8: Large-Sample Estimation Chapter 8: Large-Sample Estimation 2026-07-27(一),2026-07-28(二),2026-07-29(三) 時數：[2026-07-29]巫佳煌(3.00)
第 6 週	Chapter 8: Large-Sample Estimation Chapter 9: Large-Sample Tests of Hypotheses Chapter 9: Large-Sample Tests of Hypotheses 2026-08-03(一),2026-08-04(二),2026-08-05(三) 時數：[2026-08-03]巫佳煌(3.00)
第 6 週	Chapter 8: Large-Sample Estimation Chapter 9: Large-Sample Tests of Hypotheses Chapter 9: Large-Sample Tests of Hypotheses 2026-08-03(一),2026-08-04(二),2026-08-05(三) 時數：[2026-08-04]巫佳煌(3.00)
第 6 週	Chapter 8: Large-Sample Estimation Chapter 9: Large-Sample Tests of Hypotheses Chapter 9: Large-Sample Tests of Hypotheses 2026-08-03(一),2026-08-04(二),2026-08-05(三) 時數：[2026-08-05]巫佳煌(3.00)
第 7 週	08/10 (Mon) Final exam 2026-08-10(一),2026-08-11(二),2026-08-12(三) 時數：[2026-08-10]巫佳煌(3.00)

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