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
Old question, but I was experimenting with rolling joins and found this interesting.
library(data.table)
setDT(df)
setkey(df, date)
# rolling self-join to attach last event time
df = df[event == 1, .(lastevent = date), key = date][df, roll = TRUE]
# find difference between record and previous event == 1 record
df[, tae := difftime(lastevent, shift(lastevent, 1L, "lag"), unit = "days")]
# difftime for simple case between date and joint on previous event
df[event == 0, tae:= difftime(date, lastevent, unit = "days")]
> df
date lastevent event tae
1: 2000-07-06 0 NA days
2: 2000-09-15 0 NA days
3: 2000-10-15 2000-10-15 1 NA days
4: 2001-01-03 2000-10-15 0 80 days
5: 2001-03-17 2001-03-17 1 153 days
6: 2001-05-23 2001-05-23 1 67 days
7: 2001-08-26 2001-05-23 0 95 days