Course Map
This page show the map of "Applied Statistics and Design of Experiments". At the beginning, we can see the titles of chapters in light blue tabs. If we click on the empty spaces of tabs, the titles of the chapter's pages will be shown. If we click on these empty spaces once more, these titles will be hidden.
All the titles are linked to corresponding pages. By using these links, we can navigate to any pages of "Applied Statistics and Design of Experiments".
General Concepts of Statistics
- Introduction
- Preliminary concepts
- History of statistics
- Population and sample - Parameter and statistic
- Data - Variable
- Error
- Quizzes
Data Description
- Introduction
- Tables
- Frequency distribution of data
- Contingency tables
- Charts
- Measures of central tendency
- Measures of dispersion
- Quantiles
- Quizzes and exercises
Introduction to Probability
- Introduction
- Basic concepts of probability
- Probability
- Conditional probability
- Counting rules
- Quizzes and exercises
Distribution
- Introduction
- Random variables
- Probability distributions of discrete random variables
- Binomial distribution
- Other probability distributions of discrete random variables
- Probability distributions of continuous random variables
- Normal distribution
- Probability distributions of statistics
- Quizzes and exercises
Estimation
- Introduction
- Basic concepts of estimation
- Point estimation
- Confidence level
- Confidence interval
- Quizzes and exercises
Hypothesis Testing
- Introduction
- Basics of Hypothesis Testing
- Tests on Mean
- Tests on Proportion
- Tests on Variance
- Comparing Means
- Comparing Proportions
- Comparing Variance
- Tests for Independence
- Quizzes and Exercises
Regression and Correlation
- Introduction
- Overview of regression and correlation
- Correlation
- Fundamental of regression
- Simple linear regression
- Quizzes
Single Factor Experiments
- Introduction
- Introduction to experiments
- Overview of analysis of variance
- Analysis of variance
- Post-hoc Analysis
- Quizzes and exercises
Multi-factor Experiments
This web page was last updated on 04 December 2018.