统计学原理 Principles of Statistics

本课程是统计学基础课程,涵盖了应用统计学在当代商务经济领域中的重要应用,并且将统计软件(包括Excel,SPSS,Minitab)的使用,内容具有以下特点:  
1.讲解统计学对经验管理和不断创新的重要意义。本课程的课堂教学实例涉及会计、金融、管理、营销等公司经营管理的各个领域,可以使学生理解和掌握如何运用统计学原理和方法来解决现实世界的经营管理问题。    
2.提供了大量电子表格形式的数据集,并且在讲授教学案例时提供了一些简便易学的统计软件计算结果 ,提供的大量实例、练习使课程极富实用性,能帮助学生快速掌握统计软件。 

This course is a basic course of statistics, covering the important application of Applied Statistics in the field of contemporary business economy, and the use of statistical software (including excel, SPSS, Minitab) has the following characteristics:

1. Explain the significance of statistics to experience management and continuous innovation. The classroom teaching examples of this course involve accounting, finance, management, marketing and other fields of company management, which can help students understand and master how to use statistical principles and methods to solve the real world business management problems.

2. It provides a large number of data sets in the form of spreadsheets, and provides some simple and easy to learn statistical software calculation results when teaching cases. A large number of examples and exercises make the course very practical, which can help students quickly master the statistical software.

Getting Started: Important Things to Learn First 
1 Defining and Collecting Data 
2 Organizing and Visualizing Variables  
3 Numerical Descriptive Measures  
4 Basic Probability  
5 Discrete Probability Distributions  
6 The Normal Distribution  
7 Sampling Distributions  
8 Confidence Interval Estimation  
9 Fundamentals of Hypothesis Testing: One-Sample Tests 
10 Two-Sample Tests and One-Way ANOVA  
11 Chi-Square Tests  
12 Simple Linear Regression 
13 Multiple Regression

教师: 黄丹宇