Statistics 524 Fall 2009

Applied Multivariate Statistical Analysis

Midterm exam solution

• Syllabus
  
• Homework Assignments (HW 10 due Fri Nov 20 by 2:30pm. Please either hand it in class or leave it in my mailbox HAAS 164)
  
• Homework Solutions
  

• Proc CAPABILITY
• LogNormal Probability Plot
• Weibull Probability Plot
• Scatter Plot Matrix
• PROC UNIVARIATE
• PROC CORR
• PROC GLM for partial correlation
• PCA: Temperatures
  
• SAS macro %plotit
  
PCA: Crime Rate

• PCA: Eropean Job
  
• PCA: NFL
  
• PCA biplot
  
• FA 3 note
  
• FA 5 note
  
• a FA paper
  
• More FA reading material 1
  
• More FA reading material 2
  
• Canonical Correlation Analysis Reading Material
  
• Clustering Analysis reading material
  
• GGobi
  

bi_norm.sas
qq.sas
cqplot.sas
chi.sas
weibull.sas
lognormal.sas
summary.sas
corr.sas
Partial Correlation
PCA 1 (cov)
PCA (cov): places.sas
PCA (corr): places.corr.sas
PCA 2
European Job: PCA
NFL: PCA
PCA: biplot R code
FA 1
FA: places.txt 1
FA: places.txt 2
FA 3
FA 4
FA 5
CCA 1
CCA 2
CCA 3
CCA 4
CCA 5
CCA 6
Clustering: distance
biplot macro
Complete Linkage
Avergage Linkage
Centroid Linkage
Single Linkage
Ward's Method
K Means 1
K Means 2
Clustering: iris
Clustering: mile
Clustering: outlier
MDS 1
MDS 2
MDS 3
MDS 4
MDS 5
MDS 6
MDS 7
Correspondence Analysis: SAS Code
Correspondence Analysis: Explanations for SAS Code
Correspondence Analysis 2
Linear Discriminant Analysis
Quadratic Discriminant Analysis
Nearest Neighbor: selecting K
Iris 1
Iris 2
Iris 3
Stepwise Discriminant Analysis
Basic R commands
Classification R Code

T1-2.DAT
wechsler.txt
places.txt
NFL Data
NFL Documentation
Crime Data
sales.txt
wood.txt
swiss1.txt
swiss2.txt
newfish.dat
newfishq.dat
newfish.test.txt
gala.data

• Introductory SAS Course
• A useful link
• Documentation for SAS9 Products
• Reading Data into SAS, prepared by Douglas. D. Baumann.

• R webpage