Chapter 1

Statistics

Descriptive Statistics

• Measure of Frequency and Central Tendency
• Measure of Dispersion
• Probability Distribution
• Gaussian Normal Distribution
• Skewness and Kurtosis
• Regression Analysis
• Continuous and Discrete Functions
• Goodness of Fit
• Normality Test
• ANOVA
• Homoscedasticity
• Linear and Non-Linear Relationship with Regression

Statistical Models

Inferential Statistics