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: Trang Nguyen  Office: 415 McCarty C      e-mail: trangnt2@stat.ufl.edu   Office Hours:  Tu 10:00-11:00, W 2:00-4:00,  Th 11:00-12:00

          

Syllabus (Spring 2013) - WORD Format            HTML



Exam 1 Bonus Problems

Exam 1 - Spring 2008

Exam 1 - Spring 2009 (Covers Linear Regression and All of Experimental Design)

Exam 1 - Spring 2011

Exam 1 Topics - Spring 2012

Exam 2 Topics - Spring 2012  - I Will Provite Studentized Range Table for Tukey's method

Exam 2 - Extra Practice Problems - Spring 2011

Exam 2 Bonus Problems

Exam 2 - Spring 2008

Exam 2 - Spring 2009

Exam 2 - Spring 2011

Exam2 - Spring 2012

Exam 3 _ Extra Practice Problems - Spring 2011

Exam 3 Topics - Spring 2011

Exam 3 - Spring 2011


Course Notes and Materials - APPLIED STATISTICAL METHODS

Solutions to Problems in Course Notes

Running Programs in R

R.bat file (Save this to your C:\sta6167 directory)

Introduction to R (Work in Progress)

t, chi square, F Table

Bonferroni t Table

Studentized Range Table (Tukey's Method)



Multiple Linear Regression

Multiple Linear Regression Slides (PPT)

Multiple Linear Regression Slides (PDF)

Multiple Regressions Slides with White Background  (PDF)

Linear Regression Notes  (Work In Progress)

Influence Diagnostics Notes

Muscle Data Analysis Case Study         Dataset      Description   

SAS Program     SAS Output      R Program     R Output

Lager Aroma Worksheet            Data        Description             R Program         R Output

Texas Weather Case Study (Smaller Dataset)

Texas Weather Excel Spreadsheet

Texas Weather All Possible Regressions Worksheet

Texas weather Spreadsheet (Larger Dataset)

"Technical" Regression Notes With Lack-of-Fit Test at End (pdf)

NASCAR Top Qualifying Speed EXCEL Spreadsheet

NASCAR Top Qualifying Speed Worksheet

Top Qualifying Speed    Data   Description    SAS Program       SAS Output       R Program      R Text Output     R Graphics Output 

SPSS Output for January 26, 2012 Lecture 

Atlanta School Cost per Pupil Data  (EXCEL)

Argentine Wheat Yield versus Temperature and Rainfall 1890-1919   (EXCEL)


Experimental Design and the Analysis of Variance

Experimental Design Slides (PPT)         (PDF)        white background (PPT)


1-Way ANOVA - Innoculating Amoebae (PPT)      

Dataset     Description     

SAS Program      SAS Output    

R Program        R Output     R Program for Bonferroni CIs     R Output for Bonferroni CIs

1927 Yankees EXCEL Spreadsheet              Military Fabrics EXCEL Spreadsheet

Randomized Block Design - Caffeine and Endurance (PPT)      Dataset     Description    

SAS Program         SAS Output   

R Program     R Output        R Program for Bonferroni CIs     R Output for Bonferroni CIs

Latin Square Design - Product Sales by Shelf Space for 4 Categories (Tang = Category 3)

Worksheet    Data    Description     EXCEL Spreadsheet

SAS Program       SAS Output

R Program           R Output

2-Way ANOVA - Lacrosse Helmets  (PPT)      Dataset         Description       

SAS Program       SAS Output     R Program        R Output

Nested Design - Water Levels by Swamp Size  (PPT)    Dataset     Description    

SAS Program       SAS Output     R Program       R Output

Split-Plot Experiment - Wool Shrinkage by Treatment and Dry Cycle (PPT)     Dataset      Description    

SAS Program    SAS Output    R Program     R Output

Repeated Measures Design - Rogaine Study in Women (PPT)       Dataset      Description    

SAS Program    SAS Output    R Program        R Output

Repeated Measures - Per Capita Income by Region - EXCEL Spreadsheet

Winter Wheat Data      SAS Program      SAS Output     R Program      R Output       EXCEL File


Analysis of Covariance


Analysis of Covariance Slides (PPT)      (PDF)       white background (PPT)

Body Length and Head Length for Trout from 2 Lakes (PPT)      Dataset      Description    SAS Program      SAS Output    R Program         R Output

Trombone Dataset    Description     SAS Program       SAS Output      R Program           R Output


Generalized Linear Models

Introduction to Discrete Probability Distributions (PPT)

Introduction to Generalized Linear Models  (PPT)

Ski Head Injury Table 1     Table 2

Poisson Distribution - English Premier League Soccer Scores (PPT)

Motorcycle/ED Worksheet      R Program    R Output    R Graph     SAS Program   SAS Output   SAS Graph

Webworm Larvae Dataset     Description     SAS Program       SAS Output     R Program         R Output

Logistic Regression - Pre-Challenger O-Ring Failure and Temperature  (PPT)     Dataset     Description     SAS Program      SAS Output      R Program      R Output

Herbicide Picloram Dataset     Description    SAS Program       SAS Output      R Program        R Output

Donner Party Data     Description    SAS Program       SAS Output     R Program               R Output

Diesel Train Engine Diffusion Plots  (EXCEL)

Poisson Regression - Caution Flags at NASCAR Races (PPT)    Data    Description    SAS Program     SAS Output    R Program         R Output

West Nile Virus in South Carolina Data      Description     SAS Program       SAS Output      R Code      R Output

Apprentice Worksheet      SAS Program      SAS Output

Tree Sex Plots - Project 4 (EXCEL)

Friday the 13th and Deaths in Finland  SAS Output


Nonlinear Regression

Logistic and Nonlinear Regression Models  (PPT)

Cobb-Douglas Production Function Case Study   Data    Description

Orlistat Fat Absorption Case Study    Data     Description      SAS Program      SAS Output      R Program          R Output

Fertilizer Yield Data     Description     SAS Program      SAS Output     R Program      R Output      Fitted Values (EXCEL)

Distilled Spirits Worksheet    EXCEL File     Data     Description       SAS Program      SAS Output     R Program      R Output


Survival Analysis

Introduction to Survival Analysis (PPT)

Fly Survival by Treatment Case Study     Data    Description    SAS Program     SAS Output     R Program    R Output


Datasets/Programs From Tuesday April 8, 2008 Lecture

U.S. Cotton Production Efficiency 1834-1860  Data   Description

Union Army Strength/Casualties at Gettysburg  Data    Description   R Program -- Division 1 as Reference    R Output   SAS Program -- Division 9 as Reference       SAS Output

Ginkgo/Acetazolamide for Acute Mountain Sickness in Himalayan Trekkers  Data  Description    R Program    R Output    SAS Program        SAS Output



Projects

Project 1 - Due 1/31/13

Ballistic Dataset

Ballistic Data Description

R Code for Project1 (Assumes Data in directory C:\data)

SAS Code for Project1 (Assumes Data in directory C:\data)



Project 2 - Due 2/26/2013 - Note Extension

Mollusc Dataset         EXCEL

Mollusc Description

Problem 6.37 Dataset      EXCEL

Problem 6.38 Dataset      EXCEL

Suntan Lotion Dataset     EXCEL

Suntan Lotion Description



Project 3 - Due 3/21/12

Brand Caffeine Data (Brand, Restaurant, Caffeine Content)

Brand Caffeine data  (EXCEL format)

CO2 Uptake Dataset

CO2 Uptake Description

Wool Fiber Dataset

Wool Fiber Descrption




Project 4 - Due 4/10/12 - Note Deadline Extension

Project 4 Worksheet

Mice Radiation Data

Mice Radiation Description

Ships Dataset

Ships  R Program    R Output     SAS Program    SAS Output


Project 5 - Due 4/19/12

Destroyer Data

Destroyer Description

Solomon Islands Bird Data

Solomon Islands Bird Description

R Code to Input Solomon Island Bird Data

SAS Code to Input Solomon Island Bird Data