Course【课程名称】: Business Statistics

Course Description【课程介绍】:

Statistics is the science that deals with the collection, description, analysis, interpretation, and presentation of data. The aim of the course is to help you develop an understanding of the core quantitative techniques from statistics. This course introduces basic statistical concepts and methods common in business applications. The goal is to introduce you to a new way of thinking about data, and to help you gain an understanding of how to use, communicate, and interpret statistics. It is a foundation course required of all business majors because statistics is an integral part of the structure and functions of business.

Objectives【课程目标】:

On completion of this course, the student will be able to:
1.Describe and discuss the key terminology, concepts tools and techniques
2.Evaluate the underlying assumptions of analysis tools
3.Describe data with descriptive statistics, perform statistical analyses and interpret the results
4.Understand the limitations of statistical analysis
5.Solve a range of problems using the techniques covered.

Course Content【课程内容\课程大纲】:

1. Data and Statistics.
2. Descriptive Statistics: Tabular and Graphical Displays.
3. Descriptive Statistics: Numerical Measures.
4. Introduction to Probability.
5. Discrete Probability Distributions.
6. Continuous Probability Distributions.
7. Sampling and Sampling Distributions.
8. Interval Estimation.
9. Hypothesis Tests.
10. Inference about Means and Proportions with Two Populations.
11. Inferences about Population Variances.
12. Comparing Multiple Proportions, Test of Independence and Goodness of Fit.
13. Experimental Design and Analysis of Variance.
14. Simple Linear Regression.
15. Multiple Regression.
16. Regression Analysis: Model Building.
17. Time Series Analysis and Forecasting.
18. Nonparametric Methods.
19. Statistical Methods for Quality Control.
20. Index Numbers.

【课程名称】: 商务统计

【课程介绍】:
统计学是一门主要学习数据收集、描述、分析、解释和展示的科学。本课程的目标是帮助学生形成和理解统计学中核心的定量分析技术。课程引入了基础统计概念和商务统计中常用的方法，目标是让学生建立起对数据的新的认知，以及帮助学生获得使用、分析和解释统计数据的能力。这是一门管理专业重要的基础课程，因为对商业现象进行统计分析是商务活动中的一个重要部分。

【课程目标】:
学习本课程后，学生应该能够：
1.解释和讨论课程中重要的专业术语、概念、统计工具和统计方法
2.理解分析工具中的重要基本假设
3.用描述性统计描述数据、开展统计分析并解释统计结果
4.了解统计分析的局限性
5.使用学习的统计工具和方法解决现实问题

【课程内容\课程大纲】:
1.数据与统计学；数据与统计资料
2.描述性统计：图表展示；描述统计学Ⅰ：表格法和图形法
3.描述性统计：数据测量描述统计学Ⅱ:数值方法
4.概率
5.离散型概率分布
6.连续型概率分布
7.抽样和抽样分布
8.区间估计
9.假设检验
10.两总体均值和比例的推断
11.总体方差的统计推断
12.多个比例的比较、独立性及拟合优度检验
13.实验设计与方差分析
14.简单线性回归
15.多元回归
16.回归分析：建立模型
17.时间序列的模式
18.符号检验
19.质量管理的统计方法
20.指数