STA 6208 - Basic Design & Analysis
of Experiments
Data and R/SAS Code
(Non-textbook Examples)
Course Notes
Chapter
1
Chapter
2
Chapter
3
Chapter
5 Chapter 6
Chapter 7
Chapter
8 Chapter 9 (p. 9.9 t should =3, not 2)
Chapter 11 Chapter 12
Chapter 14
Chapter 15
Chapter 16
Chapter 2 Resources
Kuehl
-
Chapter
2
Example
(EXCEL)
Matrix
form for X, P, Quadratic Forms
Meniscus Experiment
Data Description
EXCEL Spreadsheet
Innoculating
Amoeba Case Study
Data
Description SAS
Program SAS
Output R
Program R Output
1-Way
ANOVA - Matrix Approach With Various Constraints - Sexual Side Effects
of 4 Antidepressants
Power Simulation R Program R Output EXCEL Simulation (Corrected)
Chapter 3 Resources
1-Way ANOVA
with Numeric Factor - Dose Response
1-Way
ANOVA and Multiple Comparison Methods - Comfort Ratings for 13 Fabric
Types
Multiple Comparison Simulations
(Equal Means) R
Program R
Output
Multiple Comparison Simulations
(Unqual Means) R Program
Excel Output
Chapter 5 Resources
Simulation Comparing Fixed and Random
Effects (EXCEL)
Distribution of F-Statistic/Power
Calculations WORD
EXCEL
Chapter 6 Resources
2-Factor ANOVA - Fixed Effects Summary
/ Suntan Analysis WORD
EXCEL
Suntan Dataset
Description SAS Program SAS Output R Program R Output
Halo
Effect 2-Way ANOVA PPT
Lacrosse
Helmets
Impact
2-Way
ANOVA
PPT
3-Way
ANOVA Worksheet
Potato
Flavor Ratings - 5-Way ANOVA PPT
Business
Indices Over Time - Tukey's One Degree of Freedom for
Non-Additivity PPT
Ethics
Scores for Coast guard Members - Unbalanced 2-Way ANOVA
Tukey's 1-df
Test for Nonadditivity -
Raw Data (Journal of Business, Vol. 42, Number 3, P.330) - EXCEL
Tukey's 1-df Test
for Nonadditivity - Computations
in EXCEL
Chapter 7 Resources
Description
and
Application
of
Satterthwaite's
Approximation
-
PPT
Pro
Bowler
Data
(2006)
-
2-Way
Random
Effects Model
Simulation of Unrestricted and
Restricted 2-Way Mixed Effects Model (EXCEL)
Women's Bowling Analysis - 2-Way Mixed Effects Model Data Description SAS Program SAS Output R Program R Output
Pro Bowler Data (2006) - Crossed and
Nested Factors
SAS Program for Pro Bowler Data
(Note that Error Term is Incorrect for Oil Pattern Means Comparison)
SAS Output for Pro Bowler Data (Note that
Error Term is Incorrect for Oil Pattern Means Comparison)
R Program for Pro Bowler ANOVA (Does
not obtain proper error terms)
R Output for Pro Bowler ANOVA (Does not
obtain proper error terms)
Pro Bowler Data
Hasse
Diagrams for Obtaining Expected Mean Squares and SE(Means) - PPT
Design
Problems
-
Bowling
Scores
and
Fines
Chapter 8 Resources
Randomized
Block
Design
-
Caffeine
and
Endurance
(PPT)
Data
Description
Randomized Block Design Worksheet -
Wool Hairiness by Twist Level and Test Speed
Data Description
Latin Square Design - Tea Variety and
Price Valuation (PPT) Data
Description
Latin Square Design Worksheet - Tang
Sales by Shelf Space
Data
Description
Map Color SAS Program
(Replicated Latin Squares)
Output
R Program
Output
Chapter 9 Resources
Balanced
Incomplete Block Design - Interviewers and Car Dealershps (PPT)
Data
Description
SAS Program SAS Output
BIBD - SEC Football 2008 WORD EXCEL
Chapter 11 & 12 Resources
EXCEL Worksheet for
Problem 11.6
Fractional
Factorial
Design
-
Controlling
Shrinkage
in
Wool
Fabrics
-
7
Treatments
in
8
Runs
(PPT)
Fractional
Factorial
Designs
-
Benzocaine
in
Cough
Syrup
Formulations
(EXCEL)
-
Corrected
Chapter 14-16 Resources
Split
Plot
Experiment
-
Wool
Shrinkage
(PPT)
Split-Plot
Experiment
-
LPGA
Golf
Scores
(PPT)
Repeated
Measures Experiment - Rogaine and Hair Growth (PPT)
Repeated
Measures - Multivariate Model - Rogaine (WORD)
Repeated
Measures
-
Lithium
vs
Olanzapine
(EXCEL) Corrected
Repeated
Measures
-
Cat
Anxiety
and
Zylkene
(EXCEL)
SAS Program
SAS Output
Diet
Comparison
Paper
Randomization
Test
for
Paired
Difference
Data
Chapter
13
Slides
Edited
slides
from
Bhargava
Kandala's
Presentation on Crossover Designs
Analysis of Covariance Output -
Trombone Example
Homework Projects
Homework
#1
-
Due
1/25/12
Homework
#
2
-
Due
2/3/12
R Simulation Program (VERY Simplistic)
SAS Simulation Program (VERY
Simplistic)
Homework # 3 - Due 2/10/12 Text
Book: Chapter 3: 1,2,4-11
Homework
#4
-
Due
2/22/12 R Simulation to Generate Data
(Note: Get rid of "printing" at end when simulating)
SAS Simulation to Generate Data
(Note: Get rid of "printing" at end when simulating)
R Simulation Program
SAS Simulation Program
Homework
#5
-
Due
3/19/12 Wool
Friction
data
Laundry Shrinkage data
Wool Friction Spreadsheet
Homework
#6
-
Due
4/11/12 Bowler
data
(Excel) Bowler
Data (Text)
Tagamet/Pepcid Data (Text) Juice Sales data (Text)
EXCEL Spreadsheet on BowlerxOil
Interaction
Homework #7 - Due 04/16/12 Kuehl: Chapter 11: 1,2,3,6,7
Chapter 12: 1,2,3,6,10
In Class Worksheets/Examples
Chapter 1 - Shampoo Comparison:
t-test, Analysis of Covariance, Randomization Test (EXCEL)
Chapter 1 - Shampoo Comparison:
t-test, Analysis of Covariance, Randomization Test Worksheet
(WORD)
Lacrosse Helmets (Front) EXCEL
Breaking Strength and Percent Stretch
versus Fiber Length
Multiple Comparisons Among 13 Fabric
Types
Wool Shrinkage by Trt & pH -
2-Factor ANOVA
Suntan Product Analysis - 2-Factor
ANOVA
Rope
Climbing
Data
-
EXCEL
Rope
Climbing Data - SAS Program
Rope
Climbing Data - SAS Output
Wool Wet
Air - Analysis of Covaraiance - SAS Program
Wool Wet
Air - Analysis of Covaraiance - SAS Output
Split
Plot
Analysis
Split-Plot
Experiment
-
Wool
Shrinkage
by
Treatment
and
Dry
Cycle
(PPT)
Wool
Shrinkage Dataset
Wool
Shrinkage Description
Wool
Shrinkage
SAS
Program
Wool
Shrinkage R Program
Repeated
Measures Analysis
Repeated
Measures Design - Rogaine Study in Women (PPT)
Rogaine
Dataset
Rogaine
Description
Rogaine
SAS
Program
Rogaine
R
Program
Oehlert Examples
Example 4.3 - SAS Code
Example 4.3 - SAS Output
Example 4.3 - R Code
Example 4.3 - R Output
Example 7.3 - SAS Code
Example 7.3 - SAS Output
Example 7.3 - R Code
Example 7.3 - R Output
SAS Code for General Power
Calculations (Smallest n for Fixed Power)
SAS Output for General Power Calculations
(Smallest n for Fixed Power)
R
Code
for
General
Power
Calculations
(Smallest
n
for
Fixed
Power)
R Output for General Power Calculations
(Smallest n for Fixed Power)
Example
10.1
-
SAS
Code
(WIP)
Example
10.1
-
SAS
Output
(WIP)
Example
11.2-3
-
SAS
Code
Example 11.2-3 - SAS Output
Updated Dataset for Example 13.12
Example
13.12
-
SAS
Program
Example
13.12
-
SAS
Output
Example
13.12 - R Program
Example
13.12
-
R
Output
Example 15.7 - SAS Program
Example 15.7 - SAS Output
Example 18.3 - SAS Program
Example 18.3 - SAS Output
Chapter 4 Material (From
Regression Course)
Simple
Linear
Regression
-
Violations
of
Assumptions
-
Simulated
Data
Variance
Stabilizing
Transformations
Box-Cox
Transformation Description
Old Exams & Quizzes
Fall
2002 - Exam 1
Fall 2002 - Exam 2
Fall
2001 - Exam 2
Fall 2001
- Exam 3
Fall 2001 -
Quiz 2
Fall 2001 - Quiz 3
Tables
t,
Chi-Square, F (alpha=0.05)
Bonferroni t-table
Studentized Range Distribution