Hi
I spent hours looking over my formula. Somehow I cant find the reason
why it gives me different answer.
help appreciated.
x =
as.matrix(read.table("http://www.niehs.nih.gov/research/atniehs/core/microarrays/docs/heinloth.txt",1))
x = t(x) #now rows are subjects, cols are genes
x = x[order(rownames(x)),] #order by treatment group oxygen,
ultra-violet, gamma radiation
y = x[26:45,1:10]
x = x[2:25,1:10]
p = ncol(x); p
nx = nrow(x); nx
ny = nrow(y); ny
n = nx+ny; n
# (t(x)-colMeans(x)) %*% t(t(x)-colMeans(x))
T2 = nx*ny/n * t(colMeans(x)-colMeans(y)) %*% solve( (
(nx-1)*cov(x)+(ny-1)*cov(y) )/( n-2 ) ) %*% (colMeans(x)-colMeans(y));
T2
library(ICSNP)
HotellingsT2(y,x)
http://en.wikipedia.org/wiki/Hotelling's_T-square_distribution
http://finzi.psych.upenn.edu/R/Rhelp02a/archive/60962.html
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