Statistical Inference – IIT KGP

Por: Swayam . en: , ,

Week 1 :1. Introduction and Motivation – I2. Introduction and Motivation – II3. Basic Concepts of Point Estimations – III4. Basic Concepts of Point Estimations – IV5. Basic Concepts of Point Estimations – V
Week 2 :6 .Basic Concepts of Point Estimations – VI7. Finding Estimators – I8. Finding Estimators – II9. Finding Estimators – III10.Finding Estimators – IV
Week 3 :11.Finding Estimators – V12.Finding Estimators – VI13.Properties of MLEs – I14.Properties of MLEs – II15.Lower Bounds for Variance – I
Week 4 :16.Lower Bounds for Variance – II17.Lower Bounds of Variance – III18.Lower Bounds of Variance – IV19.Lower Bounds of Variance – V20.Lower Bounds of Variance – VI
Week 5 :21.Lower Bounds of Variance – VII22.Lower Bounds of Variance – VIII23.Sufficiency – I24.Sufficiency – II25.Sufficiency and Information – I
Week 6 :26.Sufficiency and Information – II27.Minimal Sufficiency, Completeness – I28.Minimal Sufficiency, Completeness – II29.UMVU Estimation, Ancillarity – I30.UMVU Estimation, Ancillarity – II
Week 7 :31.Testing of Hypotheses: Basic Concepts – I32.Testing of Hypotheses: Basic Concepts - II33.Neyman Pearson Fundamental Lemma – I34.Neyman Pearson Fundamental Lemma – II35.Application of NP Lemma – I
Week 8 :36. Application of NP Lemma – II UMP Unbiased Tests – II37. UMP Tests – I38.UMP Tests – II39.UMP Tests – III40.UMP Tests – IV
Week 9 :41.UMP Unbiased Tests – I42.UMP Unbiased Tests – II43.UMP Unbiased Tests – III44.UMP Unbiased Tests – IV45.Applications of UMP Unbiased Tests – I46.Applications of UMP Unbiased Tests – II
Week 10 :47.Unbiased Tests for Normal Populations – I48.Unbiased Tests for Normal Populations – II49.Unbiased Tests for Normal Populations – III50.Unbiased Tests for Normal Populations - IV51.Likelihood Ratio Tests – I52.Likelihood Ratio Tests – IIV
Week 11 :53.Likelihood Ratio Tests – III54.Likelihood Ratio Tests – IV55.Likelihood Ratio Tests – V56.Likelihood Ratio Tests – VI57.Likelihood Ratio Tests – VII58.Likelihood Ratio Tests – VIII
Week 12 :59.Test for Goodness of Fit – I60.Test for Goodness of Fit – II61.Interval estimation – I62.Interval estimation – II63.Interval estimation – III64.Interval estimation – IV

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