M 384E/CAM 384U: ANALYSIS OF VARIANCE, SPRING 2009
Using
Minitab in Math Department Computer Labs
Randomization
on Minitab
One-Way ANOVA
on Minitab
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
Another
Confidence Interval Simulation
Still
Another Confidence Interval Simulation
Central Limit Theorem Illustrations
Sampling
Distribution Simulation
Statistical
Applets
Multiple
testing demo
Lecture
Notes (pdf files unless noted otherwise)
First Class Day Notes (6 pages) Slides (16 on 8 pages)
More on the Equal-Variance Two-Sample t-Test (Depending on how
discussion of the homework Friday Jan. 23 goes, we will start this
Friday or Monday, Jan. 26. We will not cover Part III in class; that
will be optional reading.) Notes (4 pages) Slides (9 on 5 pages)
One-Way Analysis of Variance Model (might start Mon. Jan. 26;
if not, Wed. Jan. 28. Will start Fri. Jan. 30) Notes (3 pages) Slides (6 on 3)
Estimating Parameters and Variance for One-Way ANOVA (Mon. Feb. 2)
Notes (4 pages) Slides (10 on 5 pages)
Inference for One-Way ANOVA (Wed. Feb. 4) Notes
(3 pages) Slides (7 on 4)
Choosing Sample Size (Mon. Feb. 9) Notes
(3 pages) Slides (9 on 5)
Inference for Contrasts (Wed. Feb. 11) Notes
(4 pages) Slides (10 on 5)
Multiple Comparisons (Fri, Feb. 13 and Mon. Feb. 16) Notes (4 pages )
Slides (14 on 7) (Note: If you wish
more detail on this subject, I
suggest Brian Habring's notes Contrasts
and Multiple Comparisons
Sample Sizes from Confidence Intervals (Mon. Feb. 16 or Wed. Feb. 18) Notes ( 1 page) Slides (3 on 2)
More on Hsu's method (Wed. Feb. 18) Slide (one
page)
Model Checking (Wed. Feb. 18 and Fri. Feb. 20) Lecture
notes (5 pages) Slides (17 on 9)
Transformations to Obtain Equal Variance (Mon. Feb. 23 and Wed. Feb.
25) Lecture notes (4 pp.) Slides (15 on 8)
Two-Way Anallysis of Variance Model (Fri. Feb. 27 and Mon. Mar. 2) Notes (4 pp.) Slides (9 on 5)
Least Squares Estimates for Two-Way Models (Wed. Mar. 4 and Fri. Mar.
6) Notes (3 pp) Slides
(10 on 5)
Analysis of Variance for the Complete Two-Way Model (Fri. Mar. 6 and
Mon. Mar. 8) Notes (4 pp) Slides (13 on 7)
More Hypothesis Testing for Two-Way ANOVA (Wed. Mar. 11) Notes (4 pp.) Slides
(15 on 8)
Model Building (Maybe Friday, March 13; if not, Monday, March 23) Notes (2 pp.) Slides
(4 on 2)
Unbalanced Designs (We might start this Monday, March 23, but will
definitely use these Wed. March 25) Notes
(4 pp) Slides (13 on 7)
Small Experiments (Friday, March 27) Notes
(1 page) Slides (4 on 2)
Three-Way ANOVA Models (We may start this Friday, March 27 and
continue Monday, March 30) Notes
(6 pp) Slides (13 on 7)
Analysis of Balanced Factorial Designs (to start Wednesday, April 1 --
no fooling!) Notes (4 pp) Slides (12 on 6)
Randomized Complete Block Designs (Monday, April 6) Notes
(4 pp) Slides (15 on 8 )
Randomized Complete Block Design Example (We might start this Mon.,
April 6, but will mainly go over it Wed. April 8) Notes (4 pp) Slides (11 on 6 )
Generalized Complete Block Designs (Friday, April 10) Notes (5 pages) Slides
(11 on 6)
Random Effects (Monday, April 13) Notes (7
pages) Slides (21 on 11)
Tests for Variance Components (Friday, April 17) Notes ( 1 page) Slides (3 on 2)
Confidence Intervals for Variance Components (We might start these
Friday, April 17, but should definitely use them Monday, April 20) Notes (3 pp.) Slides
(8 on 4)
More than One Random Effect (Mon. April 20) Notes
(4 pages) Slides (14 on 7)
Estimating Variance Components for Random Effects Notes (2 pages) Slides (6 on 3)
Approximate F-tests (Monday, April 27) Notes
(2 pp) Slides (Note: This
is supposed to be 5 slides on 3 pages, but it seems to
download as one slide per page. You may be able to print two to a page
by using the settings in your printer.)
Mixed Models (Maybe Monday, April 27) Notes
(3 pp.) Slides (11 on 6)
More On Mixed Models (We'll start this Wed. April 29) Notes (6 pp.) Slides (12 on 6)
Nested Factors (We may start this Fri., May 1) Notes (4 pp) Slides
( 11 on 6)
Split Plot Designs (Wed. May 6 and Fri. May 8) Notes
(8 pp.) Slides (21 on 11)
More Slides for Split Plot Design Example (Fri. May 8) (3 on 2 pp.)