STA 6208 - Basic Design & Analysis of Experiments
Spring 2013 Syllabus (.doc)

Spring 2013 Syllabus (html)

Exam 3 Scores (Out of 397)    Code = (100*LN(UFID)) + SQRT(UFID)

Spring 2011    Exam 1      Exam 2      Exam 3

Spring 2012    Exam 1      Exam 2       Exam 3

Spring 2013     Exam 1     Exam 2       Exam 3

Masters Golf Data        Dog Zylkene Data           Apple Sales Data           Apple Marketing Data            Cotton Bleach Data

Exam 1 Topics - Spring 2013

TOPICS for Spring 2012 FYE - Applied Portion



Extra Final Exam Practice Problems         Practice Repeated Measures Analysis        Data

Final Exam Topics - 2013

Instructor: Larry Winner   228 Griffin/Floyd    winner@stat.ufl.edu    Office Hours:  M 11:45-12:45    Tu 8:45-10:15     W 11:30-12:30    Th10:00-11:00

TA Office Hours: Like, 218 Griffin/Floyd  MW 12:00-3:00   (e-mail: palaga@stat.ufl.edu)

SAS and R Code for Kuehl Textbook Examples

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 1 Resources

Permutation Test - 1927 Yankees Run Scored by Opponents (Away Games)       Data         R Program         R Output           Graph

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         Sampling Distribution of MSW/MSA  (EXCEL)

Simulation Program for Obtaining Power for 1-Way Random Effects Model    R Program



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                    EXCEL

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

Poker Skill R Program         Text Output             Graphics Output               Data                 Description

Karate Board Deflection - Unbalanced 2 Way ANOVA - 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)

Breath Alcohol Concentration Analysis       Data       Description        SAS Program          SAS Output             R Program        R Output

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

Spatula      Programs/Output        Graphic

Sheetmetal          Programs/Output

Fine/Price      SAS Program          R Program          Output              Graph        Output w/ Variance-Covariance Matrix for Fixed Effects   SAS    R    EXCEL

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 - 13 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

Response Surface Relating Sugarcane Wine Rating to 3 Factors          R Program            R Output        Graphics Output


Chapter 14-16 Resources

Split Plot Experiment - Wool Shrinkage (PPT)

Split-Plot Experiment - LPGA Golf Scores (PPT)

Repeated Measures Model/Derivations - Univariate Model (Kuehl Notation)    (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 2/4/13                R Simulation Program (VERY Simplistic)                 SAS Simulation Program (VERY Simplistic)

Homework #3 - Due 2/15/13        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 #4 - Due 3/18/13     Wool Friction data      Laundry Shrinkage data      Wool Friction Spreadsheet

Homework #6  - Due 4/3/13    Bowler data (Excel)   Bowler Data (Text)     Tagamet/Pepcid Data (Text)    Juice Sales data (Text)

EXCEL Spreadsheet on BowlerxOil Interaction


Homework #7 - Due 04/17/13 Kuehl: Chapter 11: 1,2,3,6,7   Chapter 12: 1,2,3,6,10    Chapter 13: 5a-c



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                 Extended # Treatments

Dunnett/MCB 1-Sided

Dunnett/MCB 2-Sided