M 384E: ANALYSIS OF VARIANCE, SPRING 2007
***FOR REVISED VERSIONS OF NOTES
LISTED HERE, SEE SPRING
2009 COURSE PAGE
Course
Announcement
First Day Handout
Data
Sets for Problems from Textbook
Auto
Pollution Noise Data
Hardness
Data (Excel file; for Randomized Complete Block Design example)
Loom Data (Excel file; for One Random
Effect example)
Fiber Breaking Strength Data (Excel file; for
Two Random Effects example)
Turbine Data (Excel file; for Three Random
Effects example)
Wood Data (Excel file; for Split Plot Design
example)
Minitab Instructions (Includes link to
Using Minitab on Math Department Computers)
Review of Basic Statistics Concepts
Assignments
Simulations, etc.
Confidence
Interval Simulation
Central Limit Theorem Illustrations
Sampling
Distribution Simulation
Statistical
Applets
Lecture Notes
Notes for First Class Day
More on the Equal Variance Two-Sample
t-Test (Notes for Wednesday, January 24)
One-Way Analysis of Variance Model (Notes for Monday, January 29)
Estimating Parameters for One-Way ANOVA (Notes for week of January
29 -- might start January 29)
Inference for One-Way ANOVA (Notes for
week of January 29 -- might start January 31)
Sample Size (Notes for Monday, February 5)
Inference for Contrasts (Notes primarily
for Wednesday, February 7, but might start Monday)
Multiple Comparisons (Notes for Friday, Feb. 9, but might start
Wednesday)
Model Checking (Notes for the week of
February 12)
Transformations to Obtain Equal Variance
(Notes for the week of February 19; we may start them Friday, February
16)
Two-Way ANOVA Model (Notes for Friday, Feb. 23 --might start
Wednesday, Feb. 21)
Least Squares Estimates for Two-Way Models
(Notes for Monday, Feb. 26 -- might start Friday, Feb. 23.)
Analysis of Variance for the Complete
2-Way Model (Notes for Wednesday, February 28)
More Hypothesis Testing for 2-Way ANOVA
(Notes for Friday, March 2)
Model Building (Notes for Monday, March 5)
Unbalanced Designs (Notes we'll probably start Monday, March 5 and
continue Wednesday, March 7)
Overview of Small Experiments (Notes for
Wednesday, March 7)
Three-Way ANOVA Models (Notes for
Friday, March 9 -- but we might start Wednesday, March 7)
Analysis of Balanced Factorial Designs
(Notes for Monday, March 26)
Randomized Complete Block Designs (Notes to
start Wednesday, March 28 and continue Friday, March 30)
RCBD Example (For Friday, March 30 and/or
Monday, April 2)
Generalized Complete Block Desgns (Monday, April
2 and/or Wednesday, April 4)
Random Effects (Friday, April 6 and Monday,
April 9) This is from Chapter 17.
One Random Effect Example (1 page)
(Monday, April 9)
Testing for Treatment Effect as a Proportion of Error Variance (1
page) (Wednesday, April 11 or Friday, April 13)
Confidence Intervals for Variance Components (Friday, April 13)
Two or More Random Effects (Monday, April 16)
Variance Components for Random Effects (Wednesday, April 18 and/or
Friday, April 20)
Approximate F-tests for Random Models
(Monday, April 23)
Mixed Effects Models (Monday, April 23 and
Wednesday, April 25)
More Mixed Models (Wednesday, April 25)
Nested Factors (Friday, April 27 and/or
Monday April 30)
Split Plot Designs (Week of April 30 - May
4)
Addendum to Split Plot Designs
(Friday, May 4)