# 110年第2學期-1503 統計學 課程資訊

## 評分方式

Assignments/Participation 20
Group Term Project 20
Midterm Exam 30
Final Exam 30

## 教育目標

This course is a continuation of Statistics I. Statistics in Business applies statistical methods in a business context in order to address business related questions and help make evidence based decisions. Students will learn to apply commonly used statistical methods in business contexts and to interpret analyses performed by others. This course will cover: 1. Sampling Distribution 2. One-Sample Hypothesis Tests and Two-Sample Hypothesis Tests. 3. Analysis of Variance. 4. Correlation Analysis. 5. Simple Regression. 6. Multiple Regression. 7. Time-Series Analysis 8. Chi-Square Tests and Nonparametric Tests. 9. Statistical analysis on financial data using Microsoft Excel and SAS.

## 參考書目

1. Essential Statistics in Business and Economics, by David P. Doane, Lori E. Seward. 3rd Edition, 2020, McGraw Hill.
2. Applied Statistics for Business and Management using Microsoft Excel, 2013, Linda Herkenhoff and John Fogli.
3. Statistical Data Analysis Using SAS, 2014, Mervyn G. Marasinghe and Kenneth J. Koehler.