My question involves how to calculate the number of days since an event last that occurred in R. Below is a minimal example of the data:
df <- data.frame
It's painful and you lose performance but you can do it with a for loop :
datas <- read.table(text = "date event
2000-07-06 0
2000-09-15 0
2000-10-15 1
2001-01-03 0
2001-03-17 1
2001-05-23 1
2001-08-26 0", header = TRUE, stringsAsFactors = FALSE)
datas <- transform(datas, date = as.Date(date))
lastEvent <- NA
tae <- rep(NA, length(datas$event))
for (i in 2:length(datas$event)) {
if (datas$event[i-1] == 1) {
lastEvent <- datas$date[i-1]
}
tae[i] <- datas$date[i] - lastEvent
# To set the first occuring event as 0 and not NA
if (datas$event[i] == 1 && sum(datas$event[1:i-1] == 1) == 0) {
tae[i] <- 0
}
}
cbind(datas, tae)
date event tae
1 2000-07-06 0 NA
2 2000-09-15 0 NA
3 2000-10-15 1 0
4 2001-01-03 0 80
5 2001-03-17 1 153
6 2001-05-23 1 67
7 2001-08-26 0 95