Predicting Absenteeism: Comparing Binomial Distribution in Two Classes

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SUMMARY

The discussion focuses on predicting absenteeism in two classes, one with 20 students and another with 10, where each student has a 30% probability of being absent. The key conclusion is that the class with fewer students is more likely to have a higher ratio of absentees due to the relative standard deviation decreasing with the square root of the number of students. Participants suggest calculating the probabilities of different scenarios using binomial distribution to determine which class is likely to have the highest absentee ratio.

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aaaa202
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Homework Statement


In a class with 20 and one with 10 students each student has a probability of 0.3 to not show up on a particular day. On a given day, which class is most likely to have the highest ratio of absent students? This was in my exam, unfortunately I did not know how to do it.

Homework Equations


The probability that n students are absent on a given day in one class is binomially distributed.
I heard some say that since the relative standard deviation goes like 1/√N the class with fewer pupils is most likely to have most absent, but I am not sure about this.

The Attempt at a Solution


You could do a whole lot of counting, but I don't think that's the point. Besides it would be a very tedious proces. I did it with a class of 1 and 2 students and counting even then took time.
 
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hi aaaa202! :smile:

(i haven't actually tried this :redface:, but …)

i think i'd calculate Pk, the probability that exactly k students out of 30 are absent

and then for each k the probability Qk that less than one third of k from 30 come from the 10

(and then multiply and add)
 
aaaa202 said:

Homework Statement


In a class with 20 and one with 10 students each student has a probability of 0.3 to not show up on a particular day. On a given day, which class is most likely to have the highest ratio of absent students? This was in my exam, unfortunately I did not know how to do it.

Let N be the number of students absent from the large class, and M the number of students absent from the small class. The ratio of absent students will be larger for the large class if N > 2M, equal if N = 2M, and smaller if N < 2M. So you need to work out the probabilities of those three events.
 

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