Statistical Inference (Stats 367) by NPTEL On IIT Kharagpur

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Statistical Inference

Classified as: STATS367 - Statistical Inference (3 Alt. Courses Available)

Statistics
IIT Kharagpur
NPTEL
Archive may be available

Course Description:

Point Estimation: Parametric point estimation, unbiasedness, consistency, efficiency, method of moments and maximum likelihood, lower bounds for the variance of an estimator, Frechet-Rao-Cramer, Bhattacharya, Chapman-Robbins-Kiefer inequalities. Sufficiency, minimal sufficiency, Factorization Theorem, Rao-Blackwell Theorem, completeness, Lehmann-Scheffe Theorem, UMVUE, Basu’s Theorem, invariance, best equivariant estimators

Instructor(s) Somesh Kumar
University
Provider

Start Date Always Available
Duration Always Available
Main Language English

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