Topic Name Description
File syllabus for business statistics
File Using Moodle - manual book

As this course is delivered on Moodle , which is the most widely used learning management system in the world, it is very import to master how to use this system.Please read the attachment files: user manual book to guide your learning on this platform.
Folder Video Tutorial for using Moodle
Page 我所理解的统计思维
第一单元 商务统计学概况 Page Learning objectives
File Topic 1 Lecture slides
File Lecture notes
Page Key Concepts
Page Learning tasks and strategy
File Introduction to business statistics
File Basic concepts
File Source of Data
File Types of Variables/Data
File what is information
File What is difference between data and information?
File descritive statistics
File How to enter data?
File Sampling 1
File Sampling 2
File statistical thinking
File Using data analysis tool
Page Reading and Assignment
Page Excersize for Topic one
第二单元 组织和呈现数据 Page Learning objective
File Topic lecture
Page Learning tasks and strategy
File Organize data -Frequency Distribution Table
File Frequency Distribution Table in Excel
File Creating a Pareto Chart
Page Reading and solving problems
Page Exercise for topic two
URL Using Piktochart to present data
File 手把手教你用excel2007做柏拉图（pareto）
Page 在学习上，你离顶尖高手还差几步？
第三单元 数值型描述统计学 Page Learning objective
File Topic lecture
File Central Tendency
File Measure of Dispersion
File Measure of Position
File Distribution shape
Page Reading and Soving problems
File Generating descriptive statistics
File Calculating descriptive statistics and shape distribution
第四单元 概率基础和离散概率分布 Page Learning objectives
File Topic lecture
Page Learning tasks and strategies
File Probability -property and Events
File Types of Events
File Calculating the probability of events
File Conditioinal probability
File Discrete probability 1
File Discrete probability 2
File Probability distribution
File An Introduction to the Binomial Distribution
File Binomial distribution - Khan Academy
File Introduction to the Poisson Distribution
File An Introduction to the Poisson Distribution
File Poisson Practice Problems
Page Reading and Solving problems--part one
File Generating values for binomial or Poisson distributions
Page Reading and Solving problems--part two
File Self assessment
Page 我所理解的统计思维
第五单元 正态概率分布和样本分布 Page Learning objectives

File Topic lecture
Page Learning tasks and strategies
File Normal Distribution
File Empirical Rule
File calculating probablity of normal distribution
File Standard Normal distribution
File Sampling distribution and central limit theorem
File Sampling proportion distribution probability
File Normal distribution
File Calculating normal probability 1
File Calculating normal probability 2
Page Reading and Solving problems－Part One
Folder Solutions to the problems of part one
Page Reading and Solving problems--Part Two
File test
第六单元 估计 Page Learning objectives
File Topic lecture
Page Learning strategies and tasks
File What is estimation?
File Confidence Interval Estimation
File How to estimate population mean
File Estimate population mean 1
File Estimate population mean 2
File Estimaing populatioin mean 3
File Estimating population proportion
File Determine sample size for estimating population mean
File Determine sample size for estimating population proportion
File Confidence estimation
第七单元 假设检验 Page Learning objectives
File Topic lecture
Page Learning strategies and tasks
File What is hypothesisi test?
File How to test hypothesis?
File Classical hypothesis test-Z test 1
File Classical hypothesis test-Z test 2
File Classical hypothesis test- t test
File Classical hypothesis -using P value
File Confidence Interval Approach -Test hypothesis
File Types of Errors in hypothesis test
File Summary of Hypothesis test
File Types of error
File steps in hypothesis test 1
File steps in hypothesis test 2
Page Exercise for topic 7
URL Hypothesis Testing-Read and Practice

1. Basic Principles of Hypothesis Testing
2. Hypothesis Tests for a Population Mean, Population Standard Deviation Known
3. Hypothesis Tests for a Population Mean, Population Standard Deviation Unknown
第八单元 相关分析和回归分析 Page Learning objectives
File Topic lecture
File How to calculate the correlation coefficient
File Excel demonstration
File Self assessment
Page Exeecise for topic 8
课程参考资源与工具 File 商务统计学课后练习原始数据
URL National Bureau of Statistics of the People’s Republic of China 国家统计局
URL Statistics- Khan Academy
URL National Bureau of Statistics of the People’s Republic of China 国家统计局
URL Statistics- Khan Academy
URL Online Course-Descriptive statistics from Khan Academy