RANDOM VARIABLES and PROBABILITY DISTRIBUTION

Random Variables (Discrete and Continuous Random Variables), Sample space and Random Variables Examples

Random Variables (Continuous and Discrete)

Probability Density Function (PDF) - Definition, Basics and Properties of Probability Density Function (PDF) with Derivation and Proof

Probability Density Function (PDF)

Cumulative Distribution Function (CDF) - Properties of CDF - CDF Definition, Basics - Continuous and Discrete CDF

Cumulative Distribution Function

Joint Probability Density Function (Joint PDF) - Properties of Joint PDF with Derivation- Relation Between Probability and Joint PDF

Joint Probability Density Function (Joint PDF)

Joint Cumulative Distribution Function - Joint Distribution Function - Combined CDF

Joint Cumulative Distribution Function

Conditional Probability Density Function (Conditional PDF) - Properties of Conditional PDF with Derivation

Conditional Probability Density Function (Conditional PDF)

Marginal Probability Density Function (Marginal PDF) - Marginal Densities with Derivation and Proof

Marginal Probability Density Function (Marginal Probability)