Stat 401, Section G

Computing:

You can download JMP by going to www.sitelicensed.iastate.edu/software/ You should be able to directly download an install JMP from there. You will have to type in your ISU netid and password in order to do this. Once the file is downloaded to your desktop (it is a pretty big file at 271 MB) run the Initialize.exe and follow the step-by-step instructions. When you come to the option to Modify, Repair or Remove, select Repair. The installation program should do the rest.
• Simulating Confidence Intervals

• Guessing correlations

• syllabus
• course data sheet
  Data Sheet Summary - Fall 2012
• Project #1 (Simple Linear Regression) guidelines for Fall 2012
  Project Grading Rubric

• Project #2 (Multiple Regression) guidelines for Fall 2012
  Description of data sets for Multiple Regression project.

  Data Sets for Multiple Regression Project.
  

  • Percentage body fat as it relates to body measurements:
    BodyFat_F12.JMP
    
  • Baseball salaries as they relate to performance:
    Baseball_F12.JMP
    
  • Price of homes sold in 2002:
    Homesales_F12.JMP
    
  • College tuition, room & board and fees:
    College80_F12.JMP
    

• Glossary

Lecture notes, Examples and JMP output:

New Material for Final Exam
• Wednesday, October 31, 2012 Lecture 24
  Mean Diameter at Breast Height of Pines.
  JMP data file for MDBH example.
  Correlation of MDBH with X1, X2 and X3.
  Fit MDBH by X3 and partial residual plots for MDBH analysis.
  Models for MDBH.
  
• Friday, November 2, 2012 Lecture 25
  JMP Stepwise Regression for MDBH on X1, X2 and X3.
  JMP output of Stepwise - Forward Procedure.
  
• Monday, November 5, 2012 Lecture 26
  Selection Procedures for MDBH Example.
• Wednesday, November 7, 2012 Lecture 27
  Highway MPG data for 2004 cars
  Highway MPG JMP data table
  JMP Output from Stepwise procedures for Highway MPG data
• Friday, November 9, 2012 Lecture 27 - continued
  "Best" model for Highway MPG data
  Analysis of residuals for the "best" model
• Monday, November 12, 2012 Lecture 28
  Measurements on 50 Species of Mammals.
  JMP data for 50 species of mammals.
  Distributions of mammal measurements.
  JMP output for predicting mammal gestation from brain weight.
  
• Wednesday, November 14, 2012 Lecture 29
  Residuals for mammal gestation data
• Friday, November 16, 2012 Lecture 30
  Leverage and influence for mammal gestation data
  Predicting mammal gestation from brain weight, excluding "man"
• Monday, November 26, 2012 Lecture 31
  Regression diagnostics formulas.
  Analysis of Residuals, Leverage and Influence
• Wednesday, November 28, 2012 Lecture 31 - Continued
  
• Friday, November 30, 2012 Lecture 32
  Distribution of Highway MPG
  JMP data for Highway MPG for various types of drive.
  Comparison of All Wheel, Rear Wheel and Front Wheel Drive (Regression)
• Monday, December 3, 2012 Lecture 33
  Comparison of All Wheel, Rear Wheel and Front Wheel Drive (ANOVA)
• Wednesday, December 5, 2012 Lecture 33 - Continued
  Output of Fit Model for MPG for various types of drive.
• Friday, December 7, 2012

  Material for Second Exam

• Monday, September 24, 2012 Lecture 11
  Evaluation of Student Teachers
  Plots of evaluation scores and test scores.
• Wednesday, September 26, 2012 Lecture 12
  JMP data for teacher effectiveness and test scores
  JMP output for analysis of teacher effectiveness
• Friday, September 28, 2012 Lecture 13
  JMP output for Parital F-tests Teacher Evaluation Data
• Monday, October 1, 2012 Lecture 14
• Wednesday, October 3, 2012 Lecture 15
• Friday, October 5, 2012 Lecture 16
• Monday, October 8, 2012 Lecture 17
  Relationship between antique clock prices and age.
  No interaction plot for clock prices and age.
  Interaction plot for clock prices and age.
  
• Wednesday, October 10, 2012 Lecture 17 - Continued
  JMP output for antique clock data.
  
• Friday, October 12, 2012 Lecture 18
  Un-centered and centered interaction term.
• Monday, October 15, 2012 Lecture 19
  U.S. Population in millions: 1790 - 2010
  JMP file with U.S. Population data
  JMP output for predicting U.S. population from year.
• Wednesday, October 17, 2012 Lecture 20
  JMP output of correlation between explanatory variables
  JMP output for predicting U.S. population from centered year.
• Friday, October 19, 2012 Lecture 21
  Sums of Squares for U.S. population models.
  Quadratic Model with a Dummy Variable
• Monday, October 22, 2012 Lecture 22
  Data on gas consumption relative to outside temperature
  JMP data file on gas consumption and outside temperature
  Simple linear regression of gas consumption on outside temperature
  No Interaction model
• Wednesday, October 24, 2012 Lecture 23
  Interaction model
• Friday, October 26, 2012 Lecture 23 - Continued
  
• Monday, October 29, 2012 Lecture 23.5
  Tennis Ball Bounce Experiment
  Tennis Ball Bounce Data

  End of Material for Exam 2

  Material for First Exam

• Monday, August 20, 2012 Lecture 1
• Wednesday, August 22, 2012 Lecture 2
  Fuel Economy.
  
• Friday, August 24, 2012 Lecture 2 - continued
  JMP Data File for Fuel Economy.
• Monday, August 27, 2012 Lecture 3
• Tuesday, August 28, 2012 Lecture 3 - continued
  JMP Analysis of Fuel Economy Data.
• Wednesday, August 29, 2012 Lecture 4
  
• Friday, August 31, 2012 Lecture 4 - continued
  Body Mass Index
• Wednesday, September 5, 2012 Lecture 5
  JMP Analysis of Body Mass Index Data
• Friday, September 7, 2012 Lecture 5 - continued
  JMP Data File for Body Mass Index
  
• Monday, September 10, 2012 Lecture 6
  CO₂ Concentration
  
• Tuesday, September 11, 2012 Lecture 6 - continued
  JMP Analysis of CO₂ and Temperature
• Wednesday, September 12, 2012 Lecture 7
  
• Friday, September 14, 2012 Lecture 7 - continued
  
• Monday, September 17, 2012 Lecture 8
  
• Wednesday, September 19, 2012 Lecture 9
  Confidence and Prediction Intervals
• Friday, September 21, 2012 Lecture 10
  End of Material for the First Exam

NOTE: Exam 1 on Tuesday, September 25, 2012 will be in 2272 Gilman from 2:10 to 4:00 pm
• Sample Exam 1 - Fall 2008
  Distribution of % Alcohol
  Comparison of Light and Regular Beers
  Relationship between % Alcohol and Calories
  
• Formula sheet for Exam 1
• Summary of Exam 1 Scores - Fall 2012
• Summary of Exam 1 Scores - Fall 2008

  NOTE: Exam 2 on Tuesday, October 30 in 2272 Gilman from 2:10 to 4:00 pm
  

• Sample Exam 2 - Fall 2008
  Predicting Total Votes based on Registered Voters
  Florida 2000 Presidential Voting
  Speed and Stopping Distance
• Formula sheet for Exam 2
• Summary of Exam 2 Scores - Fall 2012
• Summary of Exam 2 Scores - Fall 2008

  NOTE: Final Exam on will be Monday, December 10, 7:30 am to 9:30 am in 2272 Gilman
  

• Sample Final Exam - Fall 2008
  Alcohol Content of Beer
  Analysis of the Price of Used GM Vehicles
  Solution to Question 3
  Salary Study
  
• Formula Sheets
  • Formula sheet for Exam 1
  • Formula sheet for Exam 2
  • Regression diagnostics formulas.
  • Formula sheet for Final Exam
• Summary of Final Exam Scores - Fall 2008

Lab Assignments:

• Lab 9 Assignment due November 12, 2012
  200 meter dash data
  Lab 9 Solution
  JMP Output for Lab 9

• Lab 8 Group Activity - In Lab October 23, 2012
  Predicting Total Votes based on Registered Voters
  Lab 8 Group Activity Solution

• Lab 7 - In Lab October 16, 2012
  U.S. Population data

  Assignment due Octorber 22, 2012.
  JMP file on dugongs
  Lab 7 Solution
  JMP Analysis of Dugong data

• Lab 6 - In Lab October 9, 2012
  JMP file with antique clock auction data

  Lab 6 - Assignment due October 15, 2012.
  JMP file with soft drink delivery time data
  Lab 6 Solution.
  JMP output for delivery data.
  

• Lab 5 - In Lab October 2, 2012
  Lab 5 - JMP file for Teacher Evaluation Example.

  Lab 5 - Assignment due October 8, 2012.
  JMP file for Homicide Data.
  Lab 5 Solution.
  Lab 5 JMP output to accompany solution.
  

• Lab 4 - In Lab September 18
  JMP file for Carbon Dioxide and Temperature

  Group Exercise to be completed in lab on September 18
  Group Exercise Solution
  JMP output for Weight of Soap

• Lab 3 - In Lab September 11.
  JMP data file Carbon Dioxide and Temperature

  Lab 3 - Assignment due September 17, 2012
  JMP file with body mass and bite force data
  Lab 3 Solution
  JMP output for Bite Force and Body Mass

• Lab 2 - In Lab September 4.
  Body Mass Index

  Lab 2 - Assignment due September 10, 2012
  Lab 2 Solution
  JMP comparison of dry and moist forest NSC

• Lab 1 - In Lab August 28, 2012
  Fuel Economy

  Lab 1 - Assignment due September 5, 2012
  JMP file with NSC concentration data
  Clicking on the .JMP file should open up JMP with the data in the data file. You will not have access to the JMP Starter menu if you open JMP in this way. However, you can get the JMP Starter menu by going to View on the main menu for JMP. If you are using a Mac or if the file otherwise does not open in JMP you will have to save the file to your desktop, or elsewhere, first. To do this Right + Click on the link this should pop up a menu that allows you to save the file associated with the link. Once you have saved the file you should be able to open the file either from JMP or by double clicking on the saved file.

  Lab 1 Solution
  JMP analysis of NSC data
  

• Lab 0 - In Lab August 21
  Random Rectangles
  Sampling distributions for guesses, judgement sample means and random sample means