Week 10-11 Methods of Estimation
Methods of estimation including Maximum Likelihood, Chi-square, Moments, Leats-Squares with their questions will be solved from the book i have attached in week 1 "Introduction to the Theory of Statistics, by Mood and Graybel" pages 271-286.
Course Material
- Weak 1: Introduction to Statistical Inference-I with some basic concept
- Weak 2: Point of estimation, Properties of good point estimator (unbiasedness and consistency)
- Week 3: Order Distribution, questions related to unbiasedness and consistenc and efficiency topic y
- Week 4: Sufficiency, minimal sufficiency, joint sufficiency
- Week 5: questions related to sufficiency and Exponential Family
- Week 6: Fisher Information with its questions
- Week 7: Cramer Rao Lowe Bound, Rao Black Well Theorem
- Week 8: Lehmann Scheffe Theorem with its questions and complete UMVUE
- Week 9: Mid term
- Week 10-11 Methods of Estimation
- Week 12-13: Basyes Method, Benefits of Bayesian Methods with Comparison of Classical Methods
- Week 14-15: Prior and Posterior Distributions with examples
- Week16-17: Posterior Distributions, Querries solved, Quiz conducted
- Week 18: Final Term
- Chapters 14
- Department Statistics
- Teacher
Dr. Hafiza Mamona Nazir
