STA 4211 -- Design & Analysis of
Experiments
Syllabus Fall 2023
Word
PDF
Instructor: Larry Winner 228
Griffin/Floyd winner@ufl.edu
Office Hours: TBA
TA: Partha Sarkar e-mail: sarkarpartha@ufl.edu
Office Hours: TBA
Textbook
Practice Repeated Measures Problem
Data
Applied Topics for ALC Exam ALC Exam Scores (Code = tan(UFID)*sqrt(UFID) + 100*ln(UFID))
Class Project Presentation Schedule
Primary Data Websites
http://catalog.data.gov/dataset
http://data.worldbank.org/
http://catalog.data.gov/dataset?organization_type=City+Government#topic=cities_navigation
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 1Exam 2
Topics Exam 3 Topics
KNNL Datasets and R
Programs
Diagnostics
for
CRD
(From Regression)
Tukey's
1-df Test for Nonadditivity - Raw Data (J. of Business, Vol. 42, #3,
p.330) - EXCEL
Tukey's 1-df Test for Nonadditivity -
Computations in EXCEL
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 16/18 Course Notes
(PPT) (Last updated 2/5/2021)
Virtual Training Data (.csv) Description R Program
1-Way
ANOVA
-
Innoculating
Amoebae
(PPT)
Dataset Description
Comparison of 3 Methods for Meniscal
Repair
on 3 Outcome
measures
Data
Description EXCEL R Program
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
Excel Spreadsheet Worksheet
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) (Last updated 2/5/2021)
Virtual Training R Program (Contrasts) R Program (Multiple Comparisons)
Mosquito Repellant Data (.csv) Description R Program
Drumstick Weight Example (EXCEL)
Military Fabric Example (EXCEL)
Chapter 18 Course Notes
(PPT) (Last Updated 2/5/2021)
Virtual Training R Program (Estimated Weighted Least Squares)
Meniscus Variation Example (EXCEL)
Slip Resistance Among 23 Brands of Boots (EXCEL)
Chapter 19 Course Notes
(PPT) Color
Halo Effect Example (EXCEL) R Program PPT Data Description
2-Way ANOVA with Tukey Comparisons - Reading Times of 3 E-Readers at 4 Illumination Levels (5 Reps per Treatment) EXCEL Data Description
Chapter 20 Course Notes
(PPT) Color
Business Index by Year Example (PPT) R Program
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
Poker Skill R Program
Text Output
Graphics Output EXCEL PDF Graph
Data
Description
Beer Head Half-Life EXCEL
Data
Description
Chapter 21 & 27.1-2 Notes
(PPT) Color
Car Speed Experiment Data (.csv) Description 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
Latin Square Design in Multiple
Squares - Map Reading on Multiple Paper Colors PDF
EXCEL Spreadsheet
Chapter 25 Course Notes
(PPT) Color
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
Women's PBA 2009 Worksheet
EXCEL Spreadsheet
R Program
R Output
Data
Description
Chapter 22 Course Notes (PPT) Color
Trombone Worksheet
Spreadsheet Spreadsheet with Plots R Program
Wheelchair Skills
Chapter 26 & 27.3 Course Notes
(PPT)
Color
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 1 Data Part 2 Data
Homework #4 (Due 4/20/18)
Part 1 Data
Part 2 Data
Part 3 Data (CSV Format) R Program to Read Part 3 Data
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
Take Home Exams
Take Home Exam 1 (Due 10:40AM
2/9/18) Data Spreadsheet
Take
Home
Exam
2
(Due
10:40AM
3/21/18) Data Spreadsheet
Take Home Exam 3 (Due 3:00PM 5/1/2018) EXCEL Spreadsheet