[R] regression on data subsets in datafile
marcel
marcelcurlin at gmail.com
Mon Sep 12 09:42:35 CEST 2011
I have data of the form
tC <- textConnection("
Subject Date parameter1
bob 3/2/99 10
bob 4/2/99 10
bob 5/5/99 10
bob 6/27/99 NA
bob 8/35/01 10
bob 3/2/02 10
steve 1/2/99 4
steve 2/2/00 7
steve 3/2/01 10
steve 4/2/02 NA
steve 5/2/03 16
kevin 6/5/04 24
")
data <- read.table(header=TRUE, tC)
close.connection(tC)
rm(tC)
I am trying to calculate rate of change of parameter1 in units/day for each
person. I think I need something like:
"lapply(split(mydata, mydata$ppt), function(x) lm(parameter1 ~ day,
data=x))"
I am not sure how to handle the dates in order to have the first day for
each person be time = 0, and the remaining dates to be handled as days since
time 0. Also, is there a way to add the resulting slopes to the data set as
a new column?
Thanks,
Marcel
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