M 384E/CAM 384U: ANALYSIS OF VARIANCE, SPRING 2008
***FOR REVISED VERSIONS OF NOTES
LISTED HERE, SEE SPRING
2009 COURSE PAGE
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)
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 Friday,
Jan. 18)
The One-Way Analysis of Variance Model
(We'll probably start these Friday, Jan. 18 and continue the next week.)
Estimating Parameters and Variance for One-Way
ANOVA (We'll probably start these Friday, Jan. 25 and continue
Monday, Jan. 28)
Inference for One-Way ANOVA (We'll probably start these Monday,
Jan. 29 and continue with them Wednesday.)
Choosing Sample Sizes (Notes for Friday,
Feb. 1)
Inference for contrasts (Notes for Monday, Feb. 4)
Multiple Comparisons (Wednesday, Feb. 6)
Sample Sizes from Confidence Intervals (Fri. Feb. 8)
Checking Model Assumptions (Fri. Feb. 8
and Mon. Feb. 11)
Transformations to Obtain Equal Variance
(Fri. Feb. 15 and Mon. Feb. 17)
Two-Way ANOVA Model (Wed. Feb. 20)
Least Squares Estimates for Two-Way Models
(Fri. Feb. 22)
Analysis of Variance for the Complete Two-Way Model (Mon. Feb. 25)
More Hypothesis Testing for Two-Way ANOVA
(Wed. Feb. 27 and/or Fri Feb. 29)
Model Building (Mon., Mar 3)
Unbalanced Designs (Wed., Mar 5)
Small Experiments (Fri., Mar. 7)
Three-Way ANOVA Models (Mon. Mar. 17)
Analysis of Balanced Factorial Designs (Wed.
Mar. 19 and Fri. Mar. 21)
Randomized Complete Block Designs (Mon. March 24)
Randomized Complete Block Design Example (Wed. Mar 26 and/or Fri.
Mar 28)
Generalized Complete Block Designs (Fri. Mar 28 and/or Mon. Mar. 31)
Random Effects (Mon. Mar 31 and Wed. April 2)
One Random Effect Example (1 page)
(Friday, April 4)
Testing for Treatment Effect Variance as a
Proportion of Error Variance (1 page) (Friday, April 4 and/or
Monday, April 7)
Confidence Intervals for Variance Components (Monday, April 7 and
Wednesday, April 9)
Two or More Random Factors (Wednesday, April 9 and/or Friday, April
11)
Estimating Variance Components for Random Effects (Monday, April 14)
Approximate F-tests for Random Factor Models
(Monday, April 14 and/or Wed. April 16)
Mixed Models (Wednesday, April 16 and
Friday, April 18)
More Mixed Models (Friday, April 18)
Nested Factors (Monday, April 21 and
Wednesday, April 23)
Split Plot Designs (Friday, April 25 and
Monday, April 28)
Analysis of Covariance (Wednesday, April 30)