STA 4211 -- Design & Analysis of Experiments

Syllabus 2018            Word            PDF

Instructor: Larry Winner   228 Griffin/Floyd    winner@stat.ufl.edu    Office Hours:  Tu 10:45-12:00   W 11:45-1:00    Th 7:45-9:00

TA: Srijata Samanta  Office: FLO 218      e-mail: sri1717@ufl.edu   Office Hours:  M 12:00-12:45     F 1:45-4:00

Practice Repeated Measures Problem       Data

Applied Topics for ALC Exam           ALC Exam Scores  (Code = tan(UFID)*sqrt(UFID) + 100*ln(UFID))

Primary Data Websites

http://catalog.data.gov/dataset

http://data.worldbank.org/

Old Exams

Exam 1 Sections (Fall 2018) : 16.1-16.8 (Plus Tests in slides), 17.1-17.7, 18.2, 18.7, 19.1-19.3     Table for Exam 1 Diagnostics for CRD (From Regression)

Special Tables

Combined, t, chi-square, F (alpha=.05)

Bonferroni critical t values (2 sided, alpha=.05)              Updated (EXCEL)

Studentized Range (alpha=0.05)                       EXCEL Version

Hartley's H Table

Chapter 15 Course Notes    (PPT)

Chapter 15 Examples   (WORD)

Comparing 2 Means Models Description

Comparing 2 Means (Independent Samples)  Child Participation in Meal Prep
Data (.csv)         Description      R Program

Comparing 2 Means (Dependent Samples)  Cat Drinking Water       Data (.csv)      Description     Data for Regression (.csv)     R Program

Chapter 16 Course Notes    (PPT)     Color   (Last updated 1/25/2018)

1-Way ANOVA - Innoculating Amoebae (PPT)

Dataset     Description

Comparison of 3 Methods for Meniscal Repair on 3 Outcome measures                  Data                 Description

Drumstick Weight Example           Data            Description          EXCEL      WORD       R Program        R Output

Permutation Tests - WNBA/NBA Body Mass Indexes and English Premier League 2012 Home Field Advantage   PPT

Permutation Test (2 Independent Samples) - 2013 WNBA/NBA Body Mass Indexes       Data (.csv)         R Program

Meniscus Randomization Test Example      R Program       R Output           Graphics Output

1-Way ANOVA 1927 New York Yankees Runs/Game by Opponent

NHL, NBA, EPL Body Mass Index             Worksheet           R Program      EXCEL

Power Plot and Calculations for Chicken Drumstick Weight Experiment        R Program for Power Plots as Function of Taus           R Program for Power Plots for Various Sample Sizes at Fixed Taus

Chapter 17 Course Notes    (PPT)      Color      (Last updated 1/30/2018)

Mosquito Repellant
Data (.csv)        Description2-Way ANOVA with Tukey Comparisons - Reading Times of 3 E-Readers at 4 Illumination Levels (5 Reps per Treatment)             EXCEL
Data                        Description

Chapter 23 Course Notes     (PPT)          Color

Karate Board Example (EXCEL)  Updated 2/26/2018 (Comparisons of Wood Types)              Data (Tab Delimited)        R Program         R Output

Chapter 24 Course Notes     (PPT)          Color

Data                 Description

Beer Head Half-Life       EXCEL
Data         Description

Chapter 21 & 27.1-2 Notes   (PPT)          Color

Car Speed Experiment
EXCEL      R Program

Wool Hairiness Experiment      Worksheet           EXCEL              Data            Description

Chopstick Experiment             EXCEL           Data               Description

Chapter 28 Course Notes    (PPT)            Color

Juice Container Experiment     Worksheet        Data         Description           EXCEL         R Program

NBA Player Games 2016/17 Regular Season    (1-Way Random Effects)          R Program          Data (.csv)       (PPT)

Women's Bowling Results - USBC Reno 2012     Original Spreadsheet      Clean Data (ID, Game, Score)        Spreadsheet with ANOVA

Hops 1-Way Random Effects Model       EXCEL Spreadsheet        Data         Description      R Program        R Text Output       R Graphics Output

2-Way Random Effects ANOVA - Repeatability and Reproducibility of Drill Hole Measurements         Data (.csv)           Description          R Program
Water Levels by Swamp Size  (PPT)    Data     Description     SAS Program       SAS Output     R Program       R Output

Nested Design - Semiconductor
Data      Description        EXCEL        R Program

Zylkene for Cats with Anxiety        Worksheet        Spreadsheet (Corrected 4/10/15)           Data       R Program          R Text Output          R Graphics Output

Zylkene for Dogs       Data            Description

Homework Assignments

Homework #1 (Due 1/31/18)

Polyphenols in Beer              Data (.csv)

Homework #2 (Due 2/28/18)

Denim Data               Fish Abundance      data   (corrected)       description  (corrected)      Excel

Homework #3 (Due 3/23/18)

Part 2 Data

Homework #4 (Due 4/20/18)

Course Topics (Book Sections)

Introduction to Design of Expeiments and Observational Studies (Chapter 15)

Completely Randomized Design (16.1-16.11,17.1-17.8,18.1-18.7)

2-Way ANOVA (19.1-19.12,20.1-20.2,23.1-23.3)

Multi-Factor Studies (24.1-24.5)

Randomized Block Design (21.1-21.5,21.8)

Latin Squares (28.3-28.4, 28.7)

Random and Mixed Effects Model  (25.1-25.4)

Nested Designs (26.1-26.5)

Analysis of Covariance (22.1-22.4)

Repeated Measures Designs (27.1-27.2, supplement)

Response Surface Methodology (30.1-30.2)

Practice Problems (Not to be handed in)

Chapter 15: 1-4,8-10

Chapter 16: 1,3,4,5,7,8,10,12,17,18,19,21,25,26,27,29,30,32

Chapter 17: 3,4,5,8,9bc,10,11,15,16

Chapter 18: 1,2,4,13

Chapter 19:  3,4,5,10,11a-d,12,13a-d,14,15a-d,16,17a-d,18,19a-d,27,28,30,33

Chapter 20: 5,6,7

Chapter 23: 3,4

Chapter 24: 1-4,6,9

Chapter 21: 2,3,5,6,7

Chapter 28: 14,15,16,17,26

Chapter 25: 1,2,3,4,5,6,7,8

Chapter 28: 3,4,5,6,7,8

Chapter 22:
1,3,6,7c,8,9c,10,11c,12

Chapter 27: 3, 4,
Analyze the Rogaine Data