Somesh Kumar: Probability and Statistics (IIT Kharagpur)

# playlist of the 40 videos (click the up-left corner of the video)

source: nptelhrd   2011年8月21日
Mathematics - Probability and Statistics by Dr.Somesh Kumar, Department of Mathematics, IIT Kharagpur. For more details on NPTEL visit http://nptel.iitm.ac.in

01 Algebra of Sets - I 54:32
02 Algebra of Sets - II 56:46
03 Introduction to Probability 56:55
04 Laws of Probability - I 54:21
05 Laws of Probability - II 57:53
06 Problems in Probability 58:20
07 Random Variables 54:42
08 Probability Distributions 58:31
09 Characteristics of Distributions 55:46
10 Special Distributions - I 56:01
11 Special Distributions - II 55:47
12 Special Distributions - III 57:06
18 Joint Distributions - I 54:44
13 Special Distributions - IV 57:00
14 Special Distributions - V 54:26
15 Special Distributions - VI 56:41
16 Special Distributions - VII 56:13
17 Function of a Random Variable 57:12
19 Joint Distributions - II 59:51
20 Joint Distributions - III 56:35
21 Joint Distributions - IV 54:20
22 Transformations of Random Vectors 56:45
23 Sampling Distributions - I 55:21
24 Sampling Distributions - II 59:28
25 Descriptive Statistics - I 56:26
26 Descriptive Statistics - II 59:26
27 Estimation - I 58:50
28 Estimation - II 56:03
29 Estimation - III 58:02
30 Estimation - IV 57:49
31 Estimation - V 55:12
32 Estimation - VI 56:30
33 Testing of Hypothesis - I 53:59
34 Testing of Hypothesis - II 54:19
35 Testing of Hypothesis - III 57:10
36 Testing of Hypothesis - IV 52:19
37 Testing of Hypothesis - V 54:18
38 Testing of Hypothesis - VI 55:36
39 Testing of Hypothesis VII 55:54
40 Testing of Hypothesis - VIII 56:24