Amit Mitra & Sharmishtha Mitra: Applied Multivariate Analysis (IIT Kanpur)

# playlist of the 44 videos (click the up-left corner of the video)

source: nptelhrd    2013年4月22日
Mathematics - Applied Multivariate Analysis by Dr. Amit Mitra, Dr. Sharmishtha Mitra, Department of Mathematics and Science, IIT Kanpur. For more details on NPTEL visit http://nptel.iitm.ac.in

Prologue 1:01:28
1 - Basic concepts on multivariate distribution - I 57:22
02 Basic concepts on multivariate distribution - II 57:14
03 Multivariate normal distribution - I 55:44
04 Multivariate normal distribution - II 54:57
05 Multivariate normal distribution - III 49:30
06 Some problems on multivariate distributions - I 54:25
07 Some problems on multivariate distributions - II 58:38
08 Random sampling from multivariate normal distribution and Wishart distribution - I 1:00:08
09 Random sampling from multivariate normal distribution and Wishart distribution - II 59:59
10 Random sampling from multivariate normal distribution and Wishart distribution - III 1:01:23
11 Wishart distribution and it's properties -I 57:39
12 Wishart distribution and it's properties- II 56:29
13 Hotelling's T2 distribution and it's applications 1:01:21
14 Hotelling's T2 distribution and various confidence intervals and regions 1:00:22
15 Hotelling's T2 distribution and Profile analysis 55:16
16 Profile analysis-I 55:44
17 Profile analysis II 56:52
18 MANOVA-I 58:45
19 MANOVA- II 58:16
20 MANOVA- III 57:59
21 MANOVA & Multiple correlation coefficient 57:23
22 Multiple correlation coefficient 58:58
23 Principal component analysis 52:44
24 Principal component analysis 1:00:01
25 Principal component analysis 57:44
26 Cluster Analysis 58:15
27 Cluster Analysis 58:22
28 Cluster Analysis 57:30
29 Cluster Analysis 55:19
30 Discriminant analysis and classification 1:00:00
31 Discriminant Analysis and Classification 57:24
32 Discriminant Analysis and Classification 54:37
33 Discriminant Analysis and Classification 56:41
34 Discriminant Analysis and Classification 58:47
35 Discriminant Analysis and classification 54:24
36 Discriminant Analysis and Classification 46:39
37 Factor_Analysis 58:26
38 Factor_Analysis 44:11
39 Factor_Analysis 57:51
40 Canonical Correlation Analysis 56:40
41 Canonical Correlation Analysis 57:36
42 Canonical Correlation Analysis 58:14
43 Canonical Correlation Analysis 1:09:10