[R] pmvt problem in multcomp

Torsten Hothorn Torsten.Hothorn at rzmail.uni-erlangen.de
Thu May 27 12:08:45 CEST 2004


>
> BTW, I have another strange example of simtest. I want to know
> why simtest returns these p-values.
>
> -- example 1 -------------------------------
> rm(list = ls())
> require(multcomp)
> y1 <- c(seq(3,7),seq(3,7))
> y2 <- c(rep(c(6,7,8,9),7))
> sort(runif(28),index=T) -> a
> y3 <- numeric(0)
> for(i in 1:28){
>   y3[i] <- y2[a$ix[i]]
> }
> y4 <- c(y1,y3,14,18)
>
> f2 <- factor(c(rep(1,10),rep(2,8),rep(3,8),rep(4,8),rep(5,6)))
> dat2 <- cbind(as.data.frame(y4),f2)
> summary(simtest(y4 ~ f2, data=dat2, type="Dunnett"))
>
> > dat2
>    y4 f2
> 1   3  1
> 2   4  1
> 3   5  1
> 4   6  1
> 5   7  1
> 6   3  1
> 7   4  1
> 8   5  1
> 9   6  1
> 10  7  1
> 11  6  2
> 12  7  2
> 13  6  2
> 14  9  2
> 15  7  2
> 16  8  2
> 17  6  2
> 18  8  2
> 19  9  3
> 20  8  3
> 21  7  3
> 22  9  3
> 23  6  3
> 24  8  3
> 25  9  3
> 26  7  3
> 27  7  4
> 28  9  4
> 29  6  4
> 30  6  4
> 31  9  4
> 32  8  4
> 33  7  4
> 34  9  4
> 35  6  5
> 36  8  5
> 37  8  5
> 38  7  5
> 39 14  5
> 40 18  5
> > summary(simtest(y4 ~ f2, data=dat2, type="Dunnett"))
>
> 	 Simultaneous tests: Dunnett contrasts
>
> Call:
> simtest.formula(formula = y4 ~ f2, data = dat2, type = "Dunnett")
>
> 	 Dunnett contrasts for factor f2
>
> Contrast matrix:
>           f21 f22 f23 f24 f25
> f22-f21 0  -1   1   0   0   0
> f23-f21 0  -1   0   1   0   0
> f24-f21 0  -1   0   0   1   0
> f25-f21 0  -1   0   0   0   1
>
>
> Absolute Error Tolerance:  0.001
>
> Coefficients:
>         Estimate t value Std.Err. p raw p Bonf p adj
> f25-f21    5.167  -4.644    1.022 0.000  0.000 0.000
> f23-f21    2.875  -2.813    1.022 0.008  0.024 0.022
> f24-f21    2.625  -2.569    1.022 0.015  0.029 0.028
> f22-f21    2.125  -2.079    1.113 0.045  0.045 0.045
> ---------------------------------
>
> I got the following inequality from the appended chart of a
> book.
>

hm, without knowing what

> 2.558 < d(5, 35, 0.4263464, 0.05) < 2.598

means it is hard to tell what the problem is. Could you please explain it
further?

Best,

Torsten

>
> Are these "p adj" values right?
> Or do I misunderstand some?
> --
> kuroki
> GnuPG fingerprint = 90FD FE79 905F 26F9 29C4  096F 8AA2 2C42 5130 1469
>
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