[R] Regression slope confidence interval
Chuck Cleland
ccleland at optonline.net
Thu Sep 29 13:25:59 CEST 2005
?confint
For example:
> ctl <- c(4.17,5.58,5.18,6.11,4.50,4.61,5.17,4.53,5.33,5.14)
> trt <- c(4.81,4.17,4.41,3.59,5.87,3.83,6.03,4.89,4.32,4.69)
> group <- gl(2,10,20, labels=c("Ctl","Trt"))
> weight <- c(ctl, trt)
> lm(weight ~ group)
Call:
lm(formula = weight ~ group)
Coefficients:
(Intercept) groupTrt
5.032 -0.371
> confint(lm(weight ~ group))
2.5 % 97.5 %
(Intercept) 4.569340 5.4946602
groupTrt -1.025300 0.2833003
Christian Hennig wrote:
> Hi list,
>
> is there any direct way to obtain confidence intervals for the regression
> slope from lm, predict.lm or the like?
> (If not, is there any reason? This is also missing in some other statistics
> softwares, and I thought this would be quite a standard application.)
> I know that it's easy to implement but it's for
> explanation to people who faint if they have to do their own
> programming...
>
> Christian
>
> *** --- ***
> Christian Hennig
> University College London, Department of Statistical Science
> Gower St., London WC1E 6BT, phone +44 207 679 1698
> chrish at stats.ucl.ac.uk, www.homepages.ucl.ac.uk/~ucakche
>
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--
Chuck Cleland, Ph.D.
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