STA 6167 - Statistical Methods in Research II



Exam 2 and Final Grades - CODE = SQRT(UFID) + 100*LN(UFID)

Instructor Office Hours (Spring 2008):  M 11:30-1:00, Tu 10:00-11:30, Th 2:30-3:30

TA Office Hours:  Clare Riviello  (McCarty C 427): MW 10:30-12:00, TuTh 1:00-2:30
Clare's office Hours for week of Feb 11-15:  M 10:00-12:30, Tu 4:00-5:30  W 10:00-12:00

Project 5 Solutions

Exam 1 Bonus Problems

Solutions to Exam 1 Bonus Problems

Exam 2 Bonus Problems

Practice 2 Partial Solutions (EXCEL)

Syllabus (Spring 2008)

Course Notes (Work In Progress) - APPLIED STATISTICAL METHODS

Solutions to Problems in Course Notes

Running Programs in R

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

t, chi square, F Table

Bonferroni t Table

Studentized Range Table (Tukey's Method)

Datasets/Programs From Tuesday April 8 Lecture

U.S. Cotton Production Efficiency 1834-1860  (Data)

U.S. Cotton Production Efficiency 1834-1860  (Description)

Union Army Strength/Casualties at Gettysburg  (Data)

Union Army Strength/Casualties at Gettysburg  (Description)

Union Army Strength/Casualties at Gettysburg  (R Code -- Treats Division 1 as Reference Division)

Union Army Strength/Casualties at Gettysburg  (SAS Code -- Treats Division 9 as Reference Division)

Ginkgo and Acetazolamide for Acute Mountain Sickness in Himalayan Trekkers  (Data)

Ginkgo and Acetazolamide for Acute Mountain Sickness in Himalayan Trekkers  (Description)

Ginkgo and Acetazolamide for Acute Mountain Sickness in Himalayan Trekkers  (R Code)

Ginkgo and Acetazolamide for Acute Mountain Sickness in Himalayan Trekkers  (SAS Code)


Multiple Linear Regression

Multiple Linear Regression Slides (PPT)

Multiple Linear Regression Slides (PDF)

Multiple Regressions Slides with White Background  (PDF)

Muscle Data Analysis Case Study

Muscle Data Analysis Dataset

Muscle Data Analysis Description

Muscle Data Analysis SAS Code

Muscle Data Analysis R Code

Texas Weather Case Study


Experimental Design and the Analysis of Variance

Experimental Design Slides (PPT)

Experimental Design Slides (PDF)

Experimental Design Slides with white background (PPT)


1-Way ANOVA - Innoculating Amoebae (PPT)

Innoculating Amoebae Dataset


Innoculating Amoebae Description

Innoculating Amoebae SAS Code

Innoculating Amoebae R Code


Randomized Block Design - Caffeine and Endurance (PPT)

Caffeine Endurance Dataset

Caffeine Endurance Description

Caffeine Endurance SAS Code

Caffeine Endurance R Code


2-Way ANOVA - Lacrosse Helmets  (PPT)

Lacrosse Helmet Dataset

Lacrosse Helmet Description

Lacrosse Helmet SAS Code

Lacrosse Helmet R Code


Nested Design - Water Levels by Swamp Size  (PPT)

Swamp Water Level Dataset

Swamp Water Level Description

Swamp Water Level SAS Code

Swamp Water Level R Code


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

Wool Shrinkage Dataset

Wool Shrinkage Description

Wool Shrinkage SAS Code

Wool Shrinkage R Code


Repeated Measures Design - Rogaine Study in Women (PPT)

Rogaine Dataset

Rogaine Description

Rogaine SAS Code

Rogaine R Code


Winter Wheat Data

Winter Wheat SAS Code

Winter Wheat SAS Output

Winter Wheat R Code

Winter Wheat R Output

Winter Wheat EXCEL File


Analysis of Covariance


Analysis of Covariance Slides (PPT)

Analysis of Covariance Slides (PDF)

Analysis of Covariance Slides with white background (PPT)

Body Length and Head Length for Trout from 2 Lakes (PPT)

Trout Head Dataset

Trout Head Description

Trout Head SAS Code

Trout Head R Code


Generalized Linear Models

Introduction to Discrete Probability Distributions (PPT)

Introduction to Generalized Linear Models  (PPT)

Poisson Distribution - English Premier League Soccer Scores (PPT)

Webworm Larvae Dataset

Webworm Larvae Description

Webworm Larvae SAS Code

Webworm Larvae R Code

Logistic Regression - Pre-Challenger O-Ring Failure and Temperature  (PPT)

Pre-Challenger O-Ring Failure and Temperature Dataset

Pre-Challenger O-Ring Failure and Temperature Description

Pre-Challenger O-Ring Failure and Temperature SAS Code

Pre-Challenger O-Ring Failure and Temperature R Code

Herbicide Picloram Dataset

Herbicide Picloram Description

Herbicide Picloram SAS Code

Herbicide Picloram R Code

Donner Party Data

Donner Party Description

Donner Party SAS Code

Donner Party R Code

Diesel Train Engine Diffusion Plots  (EXCEL)


Poisson Regression - Caution Flags at NASCAR Races (PPT)

NASCAR Data

NASCAR Description

NASCAR SAS Code

NASCAR R Code


West Nile Virus in South Carolina Data

West Nile Virus in South Carolina Description

West Nile Virus in South Carolina SAS Code

West Nile Virus in South Carolina SAS Output

West Nile Virus in South Carolina R Code

West Nile Virus in South Carolina R Output


Apprentice Worksheet

Apprentice SAS Code

Apprentice SAS Output


Tree Sex Plots - Project 4 (EXCEL)


Nonlinear Regression

Logistic and Nonlinear Regression Models  (PPT)

Cobb-Douglas Production Function Case Study

Cobb-Douglas Production Function Data

Cobb-Douglas Production Function Description

Orlistat Fat Absorption Case Study

Orlistat Data

Orlistat Description

Orlistat SAS Code

Orlistat R Code

Fertilizer Yield Data

Fertilizer Yield Description

Fertilizer Yield SAS Code

Fertilizer Yield SAS Output

Fertilizer Yield R Code

Fertilizer Yield R Output

Fertilizer Yield Fitted Values (EXCEL)


Projects


Project 1 - Due 1/24/08

Ballistic Dataset

Ballistic Data Description

R Code for Project1 (Assumes Data in directory C:\data)  Updated to include Studentized Residuals

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



Project 2 - Due 2/7/08

Theophylline Clearance Dataset

Theophylline Clearance Description

Bovine Growth Hormone Dataset

Bovine Growth Hormone Description

R Code for Theophylline Clearance Data

SAS Code for Theophylline Clearance Data

R Code for
Bovine Growth Hormone Data

SAS Code for
Bovine Growth Hormone Data


Project 3 - Due 2/21/08

Project 3 Solution (EXCEL)

CO2 Uptake Dataset

CO2 Uptake Description

Wool Fiber Dataset

Wool Fiber Descrption

R Code for CO2 Uptake Data


SAS Code for CO2 Uptake Data

R Code for Wool Fiber Data


SAS Code for Wool Fiber Data



Project 4 - Due 4/1/08

Project 4 Worksheet

Mice Radiation Data

Mice Radiation Description

R Code for Mice Radiation Data

SAS Code for Mice Radiation Data

Ships Dataset

R Code for Ships Data

SAS Code for Ships Data


Project 5 - Due 4/15/08

Destroyer Data

Destroyer Description

R Code for Destroyer Data

SAS Code for Destroyer Data

Solomon Islands Bird Data

Solomon Islands Bird Description

R Code to Input Solomon Island Bird Data

SAS Code to Input Solomon Island Bird Data