Linear Models (I)
- Introduction of Linear Models in Statistics
- Random vectors AND mATRICES
- Multivariate Normal Distribution
- Distribution of Quadratic Forms
- Multivariate Regression : Estimation
- Multiple Regression: Tests of Hypotheses and Confidence Intervals
- Multiple Regression: Model Validation and Diagnostics
- Multiple Regression: Random xs
- Analysis of Variance Lodels
- One-way Analysis of Variance Models: Balance Case
- One-way Analysis of Variance: Unbalance Case
- Two-way Analysis of Variance: Balance Case
- Analysis of Co-variance Models
- Introduction to Generalized Linear Models
- Lojestic Regression Model
- Poisson Ression Model