There are many different questions you have posted so I shall answer the first one and if you need the assistance with all of them then please post them seperately.
The student's attendance score tells us the probability of that student attending the class on any day.
i.e. Probability of student being present in class on any day, say P(P) = 20.59% = 0.2059
So, Probability of student being Absent in class on any day, say P(A) = 1-P(P) = 1-0.2059= 0.7941
If we assume the event of student being present/absent in a class on any day is INDEPENDENT to (s)he being present/absent in a class on previous days then
Probability of student being absent in class on 2 consecutive days = P(A1 ∩ A2) = P(A1)*P(A2)
Similarly, Probability of student being absent in class on 3 consecutive days = P(A1 ∩ A2 ∩ A3) = P(A1)*P(A2)*P(A3)
Similarly, Probability of student being absent in class on first 3 consecutive days and being present on 4th day = P(A1 ∩ A2 ∩ A3 ∩ P4) = P(A1)*P(A2)*P(A3)*P(P4) = 0.2059 * 0.2059 * 0.2059 * 0.7941 = 0.0069 = .69% (i.e. less than 1% chance)
4. One flaw in attendance mechanisms is that UC Merced students work jobs to make wages....