[R] How to extract estimates, Std. Error, t Value and Pr(>|t|) from summary

Yasir Kaheil kaheil at gmail.com
Fri May 16 15:35:07 CEST 2008


> dat<-array(runif(30),c(15,2));
> dat<-data.frame(x=dat[,1],y=dat[,2]);
> linm<-lm(y~x,data=dat);
> linm.s<-summary(linm);
> attributes(linm.s) #to see all attributes of the summary
$names
 [1] "call"          "terms"         "residuals"     "coefficients" 
 [5] "aliased"       "sigma"         "df"            "r.squared"    
 [9] "adj.r.squared" "fstatistic"    "cov.unscaled" 

$class
[1] "summary.lm"

> linm.s$coefficients # that's the variable you're looking for, right?
              Estimate Std. Error   t value    Pr(>|t|)
(Intercept)  0.6132455  0.1907463  3.214980 0.006769529
x           -0.3648345  0.3134967 -1.163759 0.265436835


thanks
y




Daphne Renault wrote:
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-----
Yasir H. Kaheil
Catchment Research Facility
The University of Western Ontario 

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