[R] Organize regression output
Jim Lemon
drjimlemon at gmail.com
Sun Dec 11 10:51:35 CET 2016
Hi Francesca,
I'm not sure what you are doing here, but try this:
regnames<-paste("r",letters[1:8],sep="")
for(i in 1:8) {
response<-rnorm(20)
coef1<-rnorm(20)
coef2<-rnorm(20)
age<-sample(20:50,20)
gender<-sample(c("M","F"),20,TRUE)
assign(regnames[i],lm(response~coef1+coef2+age+gender))
}
reglist<-list(ra,rb,rc,rd,re,rf,rg,rh)
cumsumcoef<-function(x) return(cumsum(x$coef))
coefsumlist<-as.data.frame(lapply(reglist,cumsumcoef))
names(coefsumlist)<-regnames
coefsumlist
Jim
On Sat, Dec 10, 2016 at 6:32 PM, francesca Pancotto
<francesca.pancotto at gmail.com> wrote:
> Dear Contributors
>
> I would like to ask some help concerning the automatization process of an analysis, that sounds hard to my knowledge.
> I have a list of regression models.
> I call them models=c(ra,rb,rc,rd,re,rf,rg,rh)
>
> I can access the output of each of them using for example, for the first
>
> ra$coefficients
>
> and i obtain
>
> (Intercept) coeff1 coeff2 age gender
> 0.62003033 0.00350807 -0.03817848 -0.01513533 -0.18668972
> and I know that ra$coefficients[1] would give me the intercept of this model.
>
> What i need to do is to collect the coefficients of each regression in models, and calculate and place in a table, the following simple summation:
>
>
> ra rb rc ...
>
> intercept intercept intercept
> intercept+coeff1 intercept+coeff1 intercept+coeff1
> intercept+coeff2 intercept+coeff2 intercept+coeff2
> intercept+coeff1+coeff2 intercept+coeff1+coeff2 intercept+coeff1+coeff2
>
>
> The calculations are trivial(I know how to do it in steps) but what is difficult for me is to invent a procedure that organizes the data in an efficient way.
>
> I tried some step , starting with collecting the coefficients but i think I am going the wrong way
>
> calcolati <- list()
> for (i in c(ra,rb,rc,rd,re,rf,rg,rh))
> {
> calcolati[[i]] <- i$coefficients[1]
> }
>
> Thanks for any help you can provide.
>
> f.
> ----------------------------------
> Francesca Pancotto
> Web: https://sites.google.com/site/francescapancotto/ <https://sites.google.com/site/francescapancotto/>
> Energie:
> http://www.energie.unimore.it/ <http://www.energie.unimore.it/>
> ----------------------------------
>
>
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>
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