Week 1 :
1. Introduction and Motivation – I
2. Introduction and Motivation – II
3. Basic Concepts of Point Estimations – III
4. Basic Concepts of Point Estimations – IV
5. Basic Concepts of Point Estimations – V
Week 2 :
6 .Basic Concepts of Point Estimations – VI
7. Finding Estimators – I
8. Finding Estimators – II
9. Finding Estimators – III
10.Finding Estimators – IV
Week 3 :
11.Finding Estimators – V
12.Finding Estimators – VI
13.Properties of MLEs – I
14.Properties of MLEs – II
15.Lower Bounds for Variance – I
Week 4 :
16.Lower Bounds for Variance – II
17.Lower Bounds of Variance – III
18.Lower Bounds of Variance – IV
19.Lower Bounds of Variance – V
20.Lower Bounds of Variance – VI
Week 5 :
21.Lower Bounds of Variance – VII
22.Lower Bounds of Variance – VIII
23.Sufficiency – I
24.Sufficiency – II
25.Sufficiency and Information – I
Week 6 :
26.Sufficiency and Information – II
27.Minimal Sufficiency, Completeness – I
28.Minimal Sufficiency, Completeness – II
29.UMVU Estimation, Ancillarity – I
30.UMVU Estimation, Ancillarity – II
Week 7 :
31.Testing of Hypotheses: Basic Concepts – I
32.Testing of Hypotheses: Basic Concepts - II
33.Neyman Pearson Fundamental Lemma – I
34.Neyman Pearson Fundamental Lemma – II
35.Application of NP Lemma – I
Week 8 :
36. Application of NP Lemma – II UMP Unbiased Tests – II
37. UMP Tests – I
38.UMP Tests – II
39.UMP Tests – III
40.UMP Tests – IV
Week 9 :
41.UMP Unbiased Tests – I
42.UMP Unbiased Tests – II
43.UMP Unbiased Tests – III
44.UMP Unbiased Tests – IV
45.Applications of UMP Unbiased Tests – I
46.Applications of UMP Unbiased Tests – II
Week 10 :
47.Unbiased Tests for Normal Populations – I
48.Unbiased Tests for Normal Populations – II
49.Unbiased Tests for Normal Populations – III
50.Unbiased Tests for Normal Populations - IV
51.Likelihood Ratio Tests – I
52.Likelihood Ratio Tests – IIV
Week 11 :
53.Likelihood Ratio Tests – III
54.Likelihood Ratio Tests – IV
55.Likelihood Ratio Tests – V
56.Likelihood Ratio Tests – VI
57.Likelihood Ratio Tests – VII
58.Likelihood Ratio Tests – VIII
Week 12 :
59.Test for Goodness of Fit – I
60.Test for Goodness of Fit – II
61.Interval estimation – I
62.Interval estimation – II
63.Interval estimation – III
64.Interval estimation – IV
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