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Which is the easiest (most elegant) way to force "aov" to treat numerical variables as categorical ?
2010 Jun 14
2
Which is the easiest (most elegant) way to force "aov" to treat numerical variables as categorical ?
...DG
PROBLEM EXAMPLE
I consider the latin squares example described at page 157 of the book:
Statistics for Experimenters: Design, Innovation, and Discovery by George E. P. Box, J. Stuart Hunter, William G. Hunter.
This example use the data-file /BHH2-Data/tab0408.dat from ftp://ftp.wiley.com/ in /sci_tech_med/statistics_experimenters/BHH2-Data.zip.
The file tab0408.dat contains following DATA:
> DATA
driver cars additive y
1 1 1 A 19
2 2 1 D 23
3 3 1 B 15
4 4 1 C 19
5 1 2 B 24
6 2 2 C 24
7 3...
2010 Jun 24
1
BBH2 and FrF2 packages
...I consider the 2^3 factorial experiment described at page 177 of
the book Statistics for Experimenters: Design, Innovation, and Discovery
by George E. P. Box, J. Stuart Hunter, William G. Hunter (BHH2).
This example use the following data in file BHH2-Data/tab0502.dat
at ftp://ftp.wiley.com/
in /sci_tech_med/statistics_experimenters/BHH2-Data.zip
run T C K y
1 1 -1 -1 -1 60
2 2 1 -1 -1 72
3 3 -1 1 -1 54
4 4 1 1 -1 68
5 5 -1 -1 1 52
6 6 1 -1 1 83
7 7 -1 1 1 45
8 8 1 1 1 80
Using these data and the R BHH2 package, I was not able to reproduce the very simple results i...
2013 Mar 06
8
Understanding lm-based analysis of fractional factorial experiments
...ueeze. I think the discussion below can be
followed without having the book at hand though.
I'm working with tables 5.2 and 5.5 in the above mentioned book. Table
5.2 contains data from the "Leaf spring experiment". The dataset is also
in this zip file:
ftp://ftp.wiley.com/public/sci_tech_med/experiments-planning/data%20sets.zip
I've learned from the book that the effects can be found using a linear
model and double the coefficients. So, I do
> leaf <-
read.table("/ifi/bifrost/a03/kjekje/fag/experimental-planning/book-datasets/LeafSpring
table 5.2.dat", col.na...