[R] Single Factor Anova
Liaw, Andy
andy_liaw at merck.com
Fri Apr 2 17:01:32 CEST 2004
So what is your question? With R-1.8.1 on WinXPPro, I get:
> y <- scan("clipboard")
Read 48 items
> f <- factor(rep(1:2, 24))
> fit <- aov(y ~ f)
> print(unclass(sum.fit)[[1]], dig=15)
Df Sum Sq Mean Sq F value Pr(>F)
f 1 3.63834187585414e-09 3.63834187585414e-09 15.94673 0.00023268
***
Residuals 46 1.04951729171680e-08 2.28155932981910e-10
---
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
Andy
> From: christopher ciotti
>
> Hello all -
>
> As I progress in R I am trying to automate functions I would have
> normally farmed out to Excel, SPSS or Statistica. Single
> factor anova
> is one of them. For example, a dataset from NIST StRD
> (http://www.itl.nist.gov/div898/strd/anova/AtmWtAg.html) has
> two groups:
>
> 1 2
>
> 107.8681568 107.8681079
> 107.8681465 107.8681344
> 107.8681572 107.8681513
> 107.8681785 107.8681197
> 107.8681446 107.8681604
> 107.8681903 107.8681385
> 107.8681526 107.8681642
> 107.8681494 107.8681365
> 107.8681616 107.8681151
> 107.8681587 107.8681082
> 107.8681519 107.8681517
> 107.8681486 107.8681448
> 107.8681419 107.8681198
> 107.8681569 107.8681482
> 107.8681508 107.8681334
> 107.8681672 107.8681609
> 107.8681385 107.8681101
> 107.8681518 107.8681512
> 107.8681662 107.8681469
> 107.8681424 107.8681360
> 107.8681360 107.8681254
> 107.8681333 107.8681261
> 107.8681610 107.8681450
> 107.8681477 107.8681368
>
>
> The certified values are (I hope the spaces remain intact):
>
> Sums of Mean
> Variation df Squares Squares F
> Statistic
>
> Between Instrument 1 3.63834187500000E-09 3.63834187500000E-09
> 1.59467335677930E+01
> Within Instrument 46 1.04951729166667E-08 2.28155932971014E-10
>
>
> Any assistance you can offer is greatly appreciated. Thanks.
>
>
> - --
> chris ciotti (chris_ciotti at yahoo.com)
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>
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