Course Description
Introduction to statistical
consulting modified
presentation of David Borgerding
(fair use for teaching)
How to load packages in R?
Homework2
Regression tree analysis using
S-plus.
Commands for regression tree
in R (Note that alpha numeric
variables are coded as a, b, c, d, .... in the alphabetic order, e.g. in the
variable Country
a = Germany, b = Japan, c = Japan/USA, d = Korea, e = Mexico, f = Sweden,
g = USA.)
Data for doing regression tree homework
Regression Tree.
Homework3 Regression tree and SAS graphics
Reading for case study:
fish corresponding Case01.xls
Homework4 Fisher's exact test and test
for independence
Homework5 Test for trend and meta analysis
Homework6
McNemar's test and Kappa.
Homework7 goodness_of_fit test and
longitudinal data
Homework8
subgroup analysis and correlation
Homework9 simple regression analysis
Homework10 parametric versus nonparametric
analysis
Homework11
Logistic regression
Homework12
Factor Analysis
Final exam
Due on or before Friday May 8, 6 pm, 2009
Data2
LOESS smoothing example
Some
useful websites for consulting
How to access SAS on afs
Trellis graphics through R
Trellis graphics through S-plus
Basic splus commands
Bird data splus commands
Data
Fisher's exact test from Handbook of Parametric and Nonparametric Statistical Procedures by David J.Sheskin P1 P2 P3 P4
P5 P6
SAS logistic regression and odds
ratio
Latin Square
Chi-square, Goodness of fit, independence, homogeneity
When is the test statistics approximately
Chi-squared
McNemar's Test
Notes on Kappa from Medical Statistics by Machin,
Campbell,Walters
independent samples t & non parametric tests SAS
Test of Proportion(s)
Case study #1
Sample Survey
pg2
Some references
