Statistics 524 Fall 2008

Applied Multivariate Statistical Analysis

Prof.: Bowei Xi
Classes: MWF 1:30-2:20, REC 309
Office Hours: W 2:30-3:20pm, Th 10-11:30am
Grader: Yanhui Mi, ymi@purdue.edu

Thu Dec.4 office hour: 12:30-2pm

Please fill up the course evaluation form online. You will receive an email which contains a URL (they won't send this URL to me).

Final exam will be posted on Sat Morning Dec 13 at 9:30am, due on Tue Dec 16 by 4pm. Please bring a hard copy directly to my office.

Midterm Solution
Class Notes

  • Proc CAPABILITY
  • LogNormal Probability Plot
  • Weibull Probability Plot
  • 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
  • Canonical Correlation Analysis Reading Material
  • GGobi
  • Random Forest

    • SAS and R Code
    Please run the programs, print out output and bring them to the class.

    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
    biplot macro
    CCA 5
    CCA 6
    Clustering: distance
    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

    DATA

    T1-2.DAT
    wechsler.txt
    places.txt
    HW3 Data
    HW4 T1-5.DAT
    HW4 T8-5.DAT
    NFL Data
    NFL Documentation
    Crime Data
    sales.txt
    chem.dat
    wood.txt
    swiss1.txt
    swiss2.txt
    gala.data
    newfish.dat
    newfishq.dat
    newfish.test.txt
    SAS Sources

    R