Student, who passed the course satisfactorily will be able to:
- find the asymptotic distritubution of estimators and test statistics
- determine the consistency of estimators for large n
- determine the order of convergence of estimators and test statistics
- prove large sample results
- investigate the regularity conditions of likelihood based test statistics
- develop robust estimators and test statistics based on method of M estimation
- develop uniformly most powerful and unbiased tests