Consider this R data frame:
# A tibble: 795 × 8
Epoch `Ultra-slow` alpha beta delta gamma theta Stage
<fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <chr>
1 8 384. 74.1 13.6 1926. 0.316 204. A
2 9 21.9 10.7 1.79 155. 0.0518 23.4 A
3 10 9.22 4.28 0.360 19.1 0.0138 3.22 A
4 11 2.89 5.02 0.792 31.5 0.0156 4.42 A
5 12 20.5 2.79 0.381 50.9 0.0159 4.15 A
6 13 5.49 6.70 0.395 19.7 0.0114 3.64 A
7 14 6.27 5.33 0.241 5.39 0.00406 4.12 A
8 15 5.23 4.70 0.275 7.25 0.00230 4.15 A
9 22 3.25 1.03 0.170 21.8 0.00172 5.01 2
10 23 3.57 1.93 0.240 14.7 0.00191 4.44 2
# ℹ 785 more rows
The Stage column has values 1, 2, 3, 4, R, M, A. I want to add a new column, NR_P, satisfying this:
- The column is TRUE if the row is within a NREM period, FALSE otherwise.
A NREM period is defined as a succession of stages 2, 3 or 4 of ≥ 30 Epochs duration terminated by stage R or a period of wakefulness A of ≥ 10 Epochs.
As you can see, the value of this column depends on a ranging set of values of the column Stage and how that set of values was terminated. I was not able to implement this. How can one create such a column?