SE 358. Regression Analysis
(3 - 1 - 0 - 0 - 4)
Generalized Inverses, Cochran's theorem, Gauss Markov Setup, Least squares estimators with restriction on parameters, Test of Hypothesis of linear parameteric function, ANOVA, power of tests, Confidence Intervals and Regions, Multiple comparison, Linear, Polynomial and Multiple Regression, Residual Analysis, Multicollinearity, Ridge Regression and Principal Component Analysis, Subset Selection, Non-linear Regression.
- REFERENCES:
- Applied Regression Analysis, N.R. Draper and H. Smith.
- Linear Statistical Inferences and its Applications, C.R. Rao.
- Concerned Department: Mathematics