ST407 - Linear Models
Sorry !. ST407 not offered in current semester.
Credits: 3 Credits
Prerequests: ST105, ST203
Elementary Theorems on Linear and Matrix Algebra, Partitioned Matrices, Nonnegative Matrices; Generalized Inverses of Matrix; Solutions of Linear Equations; Idempotent Matrices, Trace of Matrices; Derivatives of Quadratic Forms, Expectation of Matrix, Multivariate Normal Distribution, Distribution of Quadratic Forms; General Linear Model, Optimal Estimation and Hypothesis Testing Procedures for the General Linear Model, Applications to Regression Models. Application of Optimal Inference Procedures for the General Linear Model to Multifactor Analysis of Variance, Experimental Design Models, Analysis of Covariance, Split-Plot Models, Repeated Measures Models, Mixed Models, Variance Component Models.
- Matrices with Applications in Statistics, F.A.Graybrill, Wadsworth
- Theory and Applications of the Linear Model, F.A.Graybrill, Wadsworth