Unit 2: Skewness, Kurtosis & Theory of probability

Topics

• Skewness and Kurtosis →
• Moments →
• Introduction and definition of Probability →
• Event and Sample Space →
• Law of addition and multiplication of Probabilities →
• Conditional Probability →
• Independent and Dependent events →
• Bayes theorem →
• Mathematical Expectations →
• Moment generating functions →