Normal Distribution

• Definition: Continuous distribution with a bell-shaped curve, fully described by mean $\mu$ and variance ${\sigma }^2$
• Mean: $E[X]=\mu$
• Variance: $Var(X)={\sigma }^2$
• Use case: Models real-valued variables that tend to cluster around an average (heights, test scores, measurement errors).