for loop for extracting linear model info
Melissa2k9 wrote:
Hi,
I have written a for loop as such:
model<-lm(Normalised~Frame,data=All,subset=((Subject==1)&(Filmclip=="Strand")))
summary(model)
#######################################
#To extract just the Adjusted R squared
#######################################
rsq<-summary(model)[[9]]
###########################
#To extract just the slope
###########################
slope<-summary(model)[[4]][[2]]
#######################################################
#To extract only the p value from the t test for slope
#######################################################
pvalue<-summary(model)[[4]][[8]]
####################################
data<-data.frame(slope,pvalue,rsq)
####################################
#######################################
#To extract this info for all films
########################################
for (i in c(1:8,10:20,22:29))
{
model_1<-lm(Normalised~Frame,data=All,subset=((Subject==i)&(Filmclip=="Strand")))
summary(model_1)
slope<-summary(model_1)[[4]][[2]]
pvalue<-summary(model_1)[[4]][[8]]
rsq<-summary(model_1)[[9]]
data2<-data.frame(slope,pvalue,rsq)
data2<-rbind(data,data2)
}
I want this to run for all i but so far I am only getting two entries in my
data frame, one for the first subject, and another.
You are overwriting the old data2 with a new one that consists of those two in each iteration of the loop ....... Uwe Ligges
Does anyone know where I am going wrong in my code so I can have this data for all subjects 1-8,10-20, and 22-29. Thanks