課程大綱

老師：鍾麗英

開課系級：商學院〈2〉

修別：必

學分：2學分

授課時數：2小時

課程中文名稱：統計學

課程英文名稱：Statistics

先修科目：

教學目的：

This course is to give students a conceptual introduction to the field of statistics and applications of data analysis and statistical methodologies. Furthermore, the use of statistical softwares for analysis will be introduced.

內容綱要：

chedule of Progress:

2/22 hypothesis testing

2/28 one-sample test

3/1 two-sample test and tests for population variances

3/8 review test

3/15 analysis of variance

3/22 analysis of variance

3/29 analysis of variance 4/5 spring break

4/12 midterm 4/19 categorical data analysis

4/26 nonparametric methods

5/3 nonparametric methods

5/10 simple linear regression

5/17 simple linear regression

5/24 multiple regression

5/31 multiple regression

6/7 multiple regression /review

6/14 comprehensive final exam.

Evaluation:

Attendance 10%

Quizzes 30%

Midterm 30%

Final Exam. 30%

Grading Policy:

出席 10%

小考 30%

期中考 30%

期末考 30%

3/25 analysis of variance

4/1 holiday

4/8 nonparametric methods

4/15 nonparametric methods

4/22 nonparametric methods

4/29 simple linear regression

5/6 simple linear regression

5/13 simple linear regression

5/20 multiple regression

5/27 multiple regression

6/3 regression model building

6/10 comprehensive final exam.

其他〈如參考書目等〉：

1. Statistics for Business and Economics 8th Edition by Anderson, Sweeney & Williams

2. Robert V.S Hogg and Elliot A. Tanis, "Probability and Statistical inference", 4th Edition