step,rule,n_before,n_after,n_removed,rationale
1,drop first row (no previous row for one-day change),2498,2497,1,change defined between consecutive rows
2,keep post_cut=1 rows plus the 120 rows preceding the first flagged day,2497,0,2497,estimation windows; no flagged day exists so both windows are empty