教學大綱表 (101學年度 第2學期)
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課程名稱
Course Title
(中文) 統計學
(英文) Statistics
開課單位
Departments
應用數學系
課程代碼
Course No.
A3820
授課教師
Instructor
張建瑋
學分數
Credit
3.0 必/選修
core required/optional
必修 開課年級
Level
大二
先修科目或先備能力(Course Pre-requisites):A3810 Probability; G1011,G1012 Calculus
課程概述與目標(Course Overview and Goals):This is a one-semester introductory course in statistics for sophomore in Applied Math. Students will be able to know statistical methods in order to solve practical problems involving statistics.
教科書(Textbook) 1.林惠玲、陳正倉(2011).應用統計學, 第四版 ,雙葉書廊
參考教材(Reference) 1.Hogg & Tanis (2009) Probability and Statistical Inference, 8th ed., Prentice Hall.
2.謝明華(2008) :統計學,新陸書局
課程大綱 Syllabus 分配時數 (小時) 備註
Notes
單元主題
Unit topic
內容綱要
Content summary
講授 示範 習作 其他
Picturing Distributions with Graphs Individuals and Variables
Pie Charts and Bar Graphs
Histograms and Stemplots
Time Plots
4 0 2 0  
Describing Distributions with Numbers The Mean and the Median and their Comparison
The Quartiles , the Five-Number-Summary and Boxplots
The Standard Deviation and Suspected Outliers
4 0 2 0  
Scatterplots and Correlation Explanatory and Response Variables , Scatterplots
Correlation and Related Facts
4 0 2 0  
Producing Data : Sampling Observation versus Experiment
Sampling , Simple Random Samples
Other Sampling Designs
Inference about the Population
4 0 0 0  
Sampling Distribution Statistical Estimation and the Law of Large Numbers
Sampling Distributions
The Sampling Distribution of the Sample Mean
The Central Limit Theorem
6 0 2 0  
期中考 以ch1~ch9為考試範圍 0 0 3 0  
Confidence Intervals : The Basics Estimating with Confidence
Confidence Intervals for the Population Mean
How Confidence Intervals Behave
Choosing the Sample Size
4 0 2 0  
Tests of Significance : The Basics Stating Hypotheses
P-Values
Statistical Significance
Tests for a Population Mean
Tests from Confidence Intervals
6 0 3 0  
Inference about a Population Mean Conditions for Inference
The t Distributions
The One-Sample t Confidence Interval
The One-Sample t Test
Robustness of t Procedures
6 0 2 0  
Two-Sample Problems Comparing Two Population Means
Two-Sample t Procedures
Examples of the Two-Sample t Procedures
The F Test for Comparing Two Standard Deviations
4 0 2 0  
Inference About a Population Proportion The Sample Proportion
The Sampling Distribution of the Sample Proportion
Large-Sample Confidence Intervals for a Proportion
Choosing the Sample Size
Significance Tests for a Proportion
4 0 2 0  
期末考 ch10~ch13為考試範圍 0 0 4 0  


教學要點概述:
1.自編教材 Handout by Instructor:
□ 1-1.簡報 Slids
□ 1-2.影音教材 Videos
□ 1-3.教具 Teaching Aids
□ 1-4.教科書 Textbook
□ 1-5.其他 Other
□ 2.自編評量工具/量表 Educational Assessment
□ 3.教科書作者提供 Textbook

教學方法:■ 課堂講授 Lecturing   ■ 投影片   ■ 學生答問   ■ 實作  
評量方法: 平時成績:40%   期中考:30%   期末考:30%   其他:0% (平時成績含小考,作業及報告)

教學資源(Teaching Resources):
□ 教材電子檔(Soft Copy of the Handout or the Textbook)
□ 課程網站(Website)
教學相關配合事項:A3810 機率導論修習通過者始可選修此課程
課程網站(Website):http://elearn.ttu.edu.tw/learn/index.php
扣考規定:https://curri.ttu.edu.tw/p/412-1033-1254.php