[R] interaction plot in R for factorial experiment
John Fox
jfox at mcmaster.ca
Sat Jan 31 19:40:14 CET 2009
Dear Swanton0822,
You could refit the model with the statistically significant high-order
terms and try plot(allEffects(mod)) from the effects package, where mod is
the model object. A caution, however: If you used the default "treatment"
contrasts for the factors, then a lower-order term such as dts, which is
marginal to the pdts interaction, isn't reasonably interpretable as a test
of the lower-order term, here the dts interaction.
I hope this helps,
John
------------------------------
John Fox, Professor
Department of Sociology
McMaster University
Hamilton, Ontario, Canada
web: socserv.mcmaster.ca/jfox
> -----Original Message-----
> From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org]
On
> Behalf Of Swanton0822
> Sent: January-31-09 11:46 AM
> To: r-help at r-project.org
> Subject: [R] interaction plot in R for factorial experiment
>
>
> hi,
> i did a 2^4 factorial experiment, and i got the following result:
>
> Effect t p (computer)
>
> p -484.52494328125 -5.64590926071629 <0.0001
> d -450.67095078125 -5.25142684568607 <0.0001
> pd 438.80508046875 5.11316022388923 0.0001
> t 351.87216640625 4.1001776078805 0.0008
> pt -341.05023984375 -3.97407550262202 0.0011
> dt -311.27784109375 -3.62715371015861 0.0023
> pdt 301.91850265625 3 .51809435977593 0.0029
> s -63.38395046875 -0.73857917511704 0.4709
> ps 51.95851828125 0.60544474253604 0.5534
> ds 59.97782328125 0.69888940207698 0.4947
> pds -50.13595796875 -0.58420742485148 0.5672
> ts -62.18328890625 -0.7245885099744 0.4792
> pts 52.58411734375 0.61273451283464 0.5487
> dts 58.99120359375 0.68739285208981 0.5017
> pdts -50.64764015625 -0.5901697829117 0.5633
>
>
> and i want to plot those whose are significant in R for an interaction
plot
> to see their effect?
> but i don't know how to do it in R, all i know is using
'interaction.plot()'
> can anyone help me out what i need to put in for the plot?
> many thanks.
>
> --
> View this message in context: http://www.nabble.com/interaction-plot-in-R-
> for-factorial-experiment-tp21765674p21765674.html
> Sent from the R help mailing list archive at Nabble.com.
>
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