Statistical methods - KAGR5M22

Goal(s)

Acquire methods and tools for statistical analysis of a series of data

Content(s)

1. Descriptive Statistics
1.1. Introduction
1.2. Statistic sampling
1.3. Statistic characters
1.4. Data representation
1.5. Numerical indicators

n2. Estimation
2.1. Introduction
2.2. Sampling distribution
2.3. Estimators
2.4. Point estimation
2.5. Interval estimation

3. Hypothesis testing
3.1. Introduction
3.2. Test principle
3.3. Compliance testing
3.4. Homogeneity testing

4. Chi-squared Tests
4.1. Introduction
4.2. Chi-squared test principle
4.3. Chi-squared fitting test
4.4. Chi-squared test of distribution equality
4.5. Chi-squared test of independence

Basic Mathematics
Notions of Probability