NOC:Statistical Inference (2019)


Lecture 1 - Introduction and Motivation - I


Lecture 2 - Introduction and Motivation - II


Lecture 3 - Basic Concepts of Point Estimations - I


Lecture 4 - Basic Concepts of Point Estimations - II


Lecture 5 - Basic Concepts of Point Estimations - III


Lecture 6 - Basic Concepts of Point Estimations - IV


Lecture 7 - Finding Estimators - I


Lecture 8 - Finding Estimators - II


Lecture 9 - Finding Estimators - III


Lecture 10 - Finding Estimators - IV


Lecture 11 - Finding Estimators - V


Lecture 12 - Finding Estimators - VI


Lecture 13 - Properties of MLEs - I


Lecture 14 - Properties of MLEs - II


Lecture 15 - Lower Bounds for Variance - I


Lecture 16 - Lower Bounds for Variance - II


Lecture 17 - Lower Bounds for Variance - III


Lecture 18 - Lower Bounds for Variance - IV


Lecture 19 - Lower Bounds for Variance - V


Lecture 20 - Lower Bounds for Variance - VI


Lecture 21 - Lower Bounds for Variance - VII


Lecture 22 - Lower Bounds for Variance - VIII


Lecture 23 - Sufficiency - I


Lecture 24 - Sufficiency - II


Lecture 25 - Sufficiency and Information - I


Lecture 26 - Sufficiency and Information - II


Lecture 27 - Minimal Sufficiency, Completeness - I


Lecture 28 - Minimal Sufficiency, Completeness - II


Lecture 29 - UMVU Estimation, Ancillarity - I


Lecture 30 - UMVU Estimation, Ancillarity - II


Lecture 31 - Testing of Hypotheses : Basic Concepts - I


Lecture 32 - Testing of Hypotheses : Basic Concepts - II


Lecture 33 - Neyman Pearson Fundamental Lemma - I


Lecture 34 - Neyman Pearson Fundamental Lemma - II


Lecture 35 - Application of NP-Lemma - I


Lecture 36 - Application of NP-Lemma - II


Lecture 37 - UMP Tests - I


Lecture 38 - UMP Tests - II


Lecture 39 - UMP Tests - III


Lecture 40 - UMP Tests - IV


Lecture 41 - UMP Unbiased Tests - I


Lecture 42 - UMP Unbiased Tests - II


Lecture 43 - UMP Unbiased Tests - III


Lecture 44 - UMP Unbiased Tests - IV


Lecture 45 - Applications of UMP Unbiased Tests - I


Lecture 46 - Applications of UMP Unbiased Tests - II


Lecture 47 - Unbiased Test for Normal Populations - I


Lecture 48 - Unbiased Test for Normal Populations - II


Lecture 49 - Unbiased Test for Normal Populations - III


Lecture 50 - Unbiased Test for Normal Populations - IV


Lecture 51 - Likelihood Ratio Tests - I


Lecture 52 - Likelihood Ratio Tests - II


Lecture 53 - Likelihood Ratio Tests - III


Lecture 54 - Likelihood Ratio Tests - IV


Lecture 55 - Likelihood Ratio Tests - V


Lecture 56 - Likelihood Ratio Tests - VI


Lecture 57 - Likelihood Ratio Tests - VII


Lecture 58 - Likelihood Ratio Tests - VIII


Lecture 59 - Test for Goodness of Fit - I


Lecture 60 - Test for Goodness of Fit - II


Lecture 61 - Interval Estimation - I


Lecture 62 - Interval Estimation - II


Lecture 63 - Interval Estimation - III


Lecture 64 - Interval Estimation - IV