Probability and Statistics III, Lecture notes of Probability and Statistics

These are notes drawn from probability class. The topics covered include; 1. Basic definitions 2.Review on probability distribution 3.Methods of finding Estimation 4.Methods of moments 5.Maximum likelihood Estimation 6.Properties of a good estimator 7.Joint sufficiency 8.Uniformly minimum variance and Biased Estimator(UMBUE) 9. Cramer Vao Inequality (Lower bound) 10. Uses of Cramer Vao inequality 11. Completeness 12. Efficiency 13. Methods of constructing confidence interval

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