1081-Mathematical Statistics I-28005

Registration：Now ~ Any Time
Course Period：2019-08-01 ~ 2020-01-31

• 1 Probability Model
• 2 Random Variable, pmf , pdf , cdf
• 3 Transformation (Univariate)
• 4 Expected Value and Moment Generating Function
• 5 Cumulant Generating Function and Characteristic Function
• 6 Common Families of Distributions
• 7 Exponential Families
• 8 Inequalities and Identies
• 9 Bivariate Models
• 10 Conditional Distribution
• 11 Bivariate Transformation
• 12 Hierarchical Models and Mixture Distribution
• 13 Covariance and Correlation
• 14 Multivariate Distribution
• 15 Properties of Random Samples