EXST 7037 - Multivariate Methods

James P. Geaghan
Department of Experimental Statistics
Louisiana State University
Baton Rouge, LA 70803-5606
jgeaghan@lsu.edu

Materials for Fall 2006

1.      Matrix (8/28/2006) – unrecorded

2.      Matrix (Part 2, 8/30/2007)

3.      Expected values (Part1, 8/30/2006)

4.      Expected values (Part 2, 9/04/2007)

5.      Geometry (9/04/2007)

6.      Distance (9/04/2007)

7.      Multivariate normal (Part 1, 9/04/2007)

8.      Multivariate normal (Part 2, 9/06/2007)

9.      Multivariate normal (SAS notes, 9/06/2007)

10.  Preparing Multivariate Data (SAS notes, 9/11/2007)

11.  PCA and Biplots (Part 1, 9/11/2007)

12.  PCA and Biplots (Part 2, 9/13/2007)

13.  PCA and Dimension Reduction (SAS notes, 9/13/2007)

14.  Cluster analysis (Part 1, 9/18/2007)

15.  Cluster analysis  (Part 2, 9/20/2007)

16.  SAS Interactive Demo (9/20/2007)

17.  Multidmensional Scaling (9/25/2007)

18.  Hotelling’s T2 (Part 1, 9/25/2007)

19.  Hotelling’s T2 (Part 2, 9/27/2007) 

20.  MANOVA (10/09/2007)

21.  MANOVA (SAS slides, 10/16/2007)

22.  MANOVA – Profile Analysis (10/16/2007)

23.  MANOVA – Repeated Measures (Part 1, 10/18/2007)

24.  MANOVA – Repeated Measures (Part 2, 10/23/2007)

25.  Discrimination (Part 1, 10/25/2007)

26.  Discrimination (SAS slides, 10/30/2007)

27.  Canonical Correlation (Part 1, 11/06/2007)

28.  Canonical Correlation (Part 2, 11/08/2007)

29.  Canonical Correlation (Extra example, 11/08/2007)

30.  Exam coverage stops here

31.  Lack of Fit (Extra, not on exam, 11/13/2007)

32.  Principal Components (SAS slide review, 11/13/2007)

33.  Factor Analysis (Part 1, 11/13/2007)

34.  Factor Analysis (Part 2, 11/15/2007)

35.  Factor Analysis (Part 3, 11/27/2007)

36.  Factor Analysis (Part 4, 11/29/2007)

37.  Confirmatory Factor Analysis (11/29/2007)

Materials for Fall 2006

1.      Matrix Algebra notes (Part 1, 8/29/2006)

2.      Matrix Algebra (SAS) (8/29/2006)

3.      Matrix Algebra notes (Part 2, 8/31/2006)

4.      Multivariate Overview (SAS) (8/31/2006)

5.      Expected values (9/05/2006)

6.      Geometry unrecorded (9/05/2006)

7.      Distance (9/07/2006)

8.      Multivariate normality (9/07/2006)

9.      Data for Multivariate Analysis (SAS) (9/12/2006)

10.  PCA - Dimension Reduction (SAS) (9/14/2006)

11.  PCA and Biplots (Part 1, 9/14/2006)

12.  PCA and Biplots (Part 2, 9/19/2006)

13.  Cluster Analysis (Part 1, 9/19/2006)

1.      Cluster Analysis (Part 2, 9/21/2006)

2.      Cluster Analysis (Part 3, 9/26/2006)

3.      Multidimensional Scaling (Part 1, 10/10/2006)

4.      Multidimensional Scaling (Part 2, 10/12/2006)

5.      Hotelling T square (Part 1, 10/12/2006)

6.      Hotelling T square (Part 2, 10/17/2006)

7.      MANOVA (SAS) (10/19/2006)

8.      MANOVA (Part 1, 10/19/2006)

9.      MANOVA (Part 2, 10/24/2006)

10.  MANOVA : Profile analysis (Part 3, 10/24/2006)

11.  MANOVA : Profile analysis example (Part 4, 10/26/2006)

12.  PROC MIXED versus PROC GLM (Not recorded, 10/26/2006)

13.  MANOVA : Repeated measures (Part 5, 10/31/2006)

14.  MANOVA : Repeated measures (Part 6, 11/02/2006)

15.  Canonical correlation (11/14/2006)

16.  Discriminant analysis (11/16/2006)

17.  Discriminant analysis (SAS notes) (11/21/2006)

18.  Factor Analysis (SAS notes) (Part 1, 11/28/2006)

19.  Factor Analysis (SAS notes) (Part 2, 11/30/2006)

20.  Factor Analysis (SAS notes) (Part 3, 12/05/2006)

21.  Factor Analysis (Part 1, 12/05/2006)

22.  Factor Analysis Example (Part 2, 12/07/2006)

Modified: James P Geaghan
Wednesday, October 18, 2006