Principles of experimental design. One-way analysis of variance. Multi-factor experiments and analysis of variance. Block designs. Latin square designs. Split-plot and strip-plot designs. Random effects and mixed effects models. Full factorials and fractional designs.
November 10, 2016:
There is an issue with type 3 sum of squares and drop1 when you use contr.treatment. I've updated the slides "Factorial Treatment Structure II", p.23 and the R-file "04_unbalanced_data_demo.R" (week 5).
September 1st, 2016:
Beginning of lecture: Monday, 26/09/2016. (Exercises start on 26/09/2016 at 15:15 in room HG E 1.1, with a special introduction to the "R" software)
|Week 12||Two-Series Factorials||
|Week 11||Incomplete Block Designs||
|Week 10||Split Plot Designs||
|Week 9||Nested and Mixed Effects: II||
|Week 8||Nested and Mixed Effects: I||
|Week 7||Random Effects||
|Week 6||Complete Block Designs||
|Week 5||Factorial Treatment Structure II||
|Week 4||Factorial Treatment Structure I||
|Week 3||Specific Differences (Contrasts)||
|Week 2||Completely Randomized Designs||
|Week 1||Introduction / General Concepts||
Exercise classes are every two weeks starting on 26/09/2016. The first exercise class will feature an R tutorial. Please install R and RStudio and bring your laptop to the exercise classes, if possible.
Series and solutions
The Series solutions should be handed in by 12:00 (noon) of the designated date. You can submit your solutions by placing them in the ANOVA box in room HG J 68.
|Exercises||Hand out||Hand in||Discussion||Solution||Slides/Notes|
|Series 6||December 12, 2016||No hand in||December 19, 2016||Solutions 6||Hints|
|Series 5||November 28, 2016||December 8, 2016||December 5, 2016||Solutions 5||Hints|
|Series 4||November 14, 2016||November 24, 2016||November 21, 2016||Solutions 4||Hints|
|Series 3||October 31, 2016||November 10, 2016||November 7, 2016||Solutions 3||Hints|
|Series 2||October 17, 2016||October 27, 2016||October 24, 2016||Solutions 2|
|Series 1||October 3, 2016||October 13, 2016||October 10, 2016||Solutions 1||Slides 1|