Linear Model

Learning Outcomes

On successful completion of this Course, students will be able to: Define matrix operations and solution of linear model system; Explain about parameter function that can be estimated; Create linear model parameter test; Apply the linear model of regression analysis and ANOVA.

Topics

1. Matrix and operation in linear model
2. Solution of simultaneous linear equations system
3. Linear combination function which can be estimated in full and nonfull rank matrices
4. Parameter estimation and hypothesis testing
5. Application in regression model of ANOVA
6. Variance component estimation