Spring 2017 Syllabus WORD HTMLInstructor:
Larry Winner Office: 228 Griffin/Floyd Phone:
(352) 273-2995 E-mail: winner@stat.ufl.edu
Office Hours: M 12:30-1:30 Th 11:00-12:00TA: Minji Lee,
Office: FLO 115B, e-mail: mlee9@ufl.edu
Office Hours: Tu 2:00-4:00 W 9:00-10:00Textbook DatasetsHomework Projects:
Project 1 (Due 2/3): Word PDF Project 2 (Due 2/24) Word Part 1 Data Part 2/4 Data Part 3 Data DescriptionProject 3 (Due 3/31) Word Part 1 R Program to Read Part 1 Data
Data
Description Part 2 Data (.csv) Description
Part 3 Data (.csv) R Program to Read Part 3 Data FT_PCT was removed due to missing data.
Project 4 (Due 4/19): J&W: 9.34, 10.13, 11.24a-f, R Program 12.14-15 R Program Exam 1 (2/3/2017) Topics Exam 2 (3/17/2017) Topics Tables for Exam 2: Chi-Square / F Bonferroni tExam 2 Scores Code: =atan(ufid)*cos(ufid) + sin(ufid)*ln(ufid)
Exam 3 (4/17/2017) Topics Practice Problems Problem 1: n=22 AnswersExam 3 Scores (150 points) Code = ln(UFID)*sin(UFID)*cos(UFID)Chapter 1 Materials
Practice Problems: 1,2,3,6,7a,9,11,12a-b,15,17,18 Solutions
Chapter 1 Notes
LPGA 2008 Performance Data Description R Program EXCEL
Greenhouse Gas Production Growth Curves EXCEL
NFL Combine 2014 Data (.csv)
Chapter 2 MaterialsPractice Problems: 1b,2,3,4,5,6,7,8,9,11,12,13,15,16,17,18,19,20,23,24,25,26,27,32,34,35,36,41
Partial SolutionsChapter 2 Notes
Introduction to Vectors and Matrices (PPT)LPGA 2008 Performance Data Description R Program
Chapter 3 MaterialsPractice Problems: 1,3,4,6,8,11,13,14,16,18,20
SolutionsChapter 3 Notes Chapter 3 Slides NFL Combine 2014 R Program NHL Height/Weight R ProgramChapter 4 and Supplementary MaterialsPractice Problems: 2,3,4a,5,6,7,16,17,19,21,22,29ab
SolutionsChapter 4 NotesProbability Distribution Slides Distributions of Functions of Normal
RVs R Program
R Output
Graphics OutputNHL Height/Weight R Program EXCELBivariate Normal Density
(Includes 3-D plot that updates with parameter changes) (EXCEL)Chapter 5 Materials
Practice Problems: 1,2,3,5,6,7,8,9,13,16, 18,20 Solutions Note on 5.9 I did not use the large-sample version of Tests/CIs
Chapter 5 Notes
NFL Height/Weight Example R Program
R Program for Plotting Confidence Ellipsoid for p=2
Florida Lotto Example R Program
Chapter 6 Materials
Textbook Practice Problems: 1,2,5,7,8,9,10,11,12,17,18,21,22,24,26,29,31,34,35,36,37 Solutions (Part 1) Solutions (Part 2) Solutions (Part 3)Exam Practice Problems:
Part 1: Identification of Methods (Do these first!) Part 2: Calculations Solutions
Chapter 6 Notes ( Confidence Region at bottof p. 6.2 should have S_d^(-1) )
Approximate F-Tests for MANOVA Models
WNBA Home/Away Stats Example - Paired Comparisons R Program EXCEL File to Generate Data
Blood Alcohol Concentration Determinations by 3 Methods - Repeated Measures to Compare Treatments Data (.csv) R Program
Theophylline Clearance and Heartburn Medication - Repeated Measures to Compare Treatments EXCEL
Comparison of NFL Combine Offensive Linemen and Defensive Linemen - Hotelling's T^2 R Program
Isotopes Measured in Elephant Tusks in 4 Regions of Africa - 1-Way MANOVA R Program Data(.csv) Description
Isotopes
Measured in Elephant Tusks in 4 Regions of Africa - Box's Test of Equal
Variance-Covariance Matrices R ProgramEfficiency of 4 Dryers on 3 Clothing Categories - 2-Way MANOVA Data Description R Program EXCEL Potato Quality Ratings (Boiled vs Bake@450) - Profile Analysis with 2 Groups Data Description R Program J&W Growth Curve Example EXCELCaffeine versus Placebo for Psychomotor Performance Lases under Sleep Deprivation - Growth Curves (Repeated Measures)
Data Description R Program (Multivariate) R Program (Univariate LME Model)
Greenhouse Gas emissions for Large Nations 1970-2012 EXCEL
Chapter 7 Materials
Practice Problems: 1,2,7,8,9,10,12,13,14,15,19.21,25 Solutions
Part 1 Part 2Chapter 7 Notes F-Tests Based on Wilks' Lambda and Pillai's Trace Wilks' Lambda formula corrected 3/27/2017
Linear
Regression - NFL Point Predictions and Actual Scores - 2007Multiple
Linear Regression - Texas January High Temperatures
(Complete/Reduced Models)Multivariate
Regression - Monthly British Butter Prices (1930-1936) Wilks' Lambda formula corrected 3/27/2017
Biodiesel Transesterification from Rapseed Oil in 3 Alcohols Data (.csv) Description R Program
Chapter 8 MaterialsPractice Problems: 1,2,3,4,6,7,8,10,11,15,26 SolutionsChapter 8 Notes
Example 8.4 R Program Example 8.5 R Program
Albacore Chemical Data Description R Program
LPGA Performance Data Description R Program
Multiple Linear Regression - Standing
Heights and Other Stature Attributes for Female Police Officer
Candidates (Multicollinearity/Principal Component Regression)
Chapter 9 MaterialsPractice Problems: 1,2,3,6,10,12,13,19,24 Solutions
Part 1 Part 2Chapter 9 NotesRock Strength Factor Analysis based on Raw Data R Program Data (.csv) DescriptionShampoo Factor Analysis beased on Singular Correlation Matrix R ProgramProblem 9.19 R ProgramProblem 9.24 R Program
Chapter 10 MaterialsPractice Problems: Chapter 10 NotesExample 10.1 R Program
NFL Combine Analysis: X(1) = Body Dimensions X(2) = Athletic Performance Dimensions R Program Data (.csv) Data Analysis (pdf)Personality Traits and Shopping Motivations and Behaviors R Program Data (.csv)Chapter 11 MaterialsPractice Problems: Chapter 11 NotesExample with p=1 Variable: Discriminating Between WNBA/NBA Players by BMI (PPT)PGA/LPGA Driving Distance/Accuracy R Program Data Description Data Analysis (pdf)NHL/EPL Height/Weight R Program Data Analysis (pdf)Chapter 12 MaterialsPractice Problems: Chapter 12 NotesWNBA Points/Assists/Rebounds per 48 Minutes Data (.csv) R ProgramExample 12.19 R Program