In: Statistics and Probability
Expected value (statistics)
Suppose there is a multiple choice test of 34 questions, each question has 6 options to answer (so p=1/6, only 1 answer is correct). If we assume that 19/34 of the questions should be correct to pass, then how many students is expected to pass if the population is 200?
given data:
correct asnwer probability is 1/6
incorrect asnwer probability is 5/6
Total Question is 34
Answer should be min 19 correct answer
so we have to find out for probability of correct answer >=19
for getting r correct answer is
n= total numer
p = probability for correct answer
q = probability for incorrect answer
Probability for passing = 1- probability for failing
= 1-P(r<19)
= 1 -(P(0)+P(1)+........P(18))
Correctt answer | p^r | q^(n-r) | nCr | probability |
0 | 1 | 0.002032 | 1 | 0.0020316 |
1 | 0.166666667 | 0.002438 | 34 | 0.0138149 |
2 | 0.027777778 | 0.002926 | 561 | 0.0455890 |
3 | 0.00462963 | 0.003511 | 5984 | 0.0972566 |
4 | 0.000771605 | 0.004213 | 46376 | 0.1507478 |
5 | 0.000128601 | 0.005055 | 278256 | 0.1808973 |
6 | 2.14335E-05 | 0.006066 | 1344904 | 0.1748674 |
7 | 3.57225E-06 | 0.00728 | 5379616 | 0.1398939 |
8 | 5.95374E-07 | 0.008735 | 18156204 | 0.0944284 |
9 | 9.9229E-08 | 0.010483 | 52451256 | 0.0545586 |
10 | 1.65382E-08 | 0.012579 | 131128140 | 0.0272793 |
11 | 2.75636E-09 | 0.015095 | 286097760 | 0.0119037 |
12 | 4.59394E-10 | 0.018114 | 548354040 | 0.0045631 |
13 | 7.65656E-11 | 0.021737 | 927983760 | 0.0015444 |
14 | 1.27609E-11 | 0.026084 | 1391975640 | 0.0004633 |
15 | 2.12682E-12 | 0.031301 | 1855967520 | 0.0001236 |
16 | 3.5447E-13 | 0.037561 | 2203961430 | 0.0000293 |
17 | 5.90784E-14 | 0.045073 | 2333606220 | 0.0000062 |
18 | 9.8464E-15 | 0.054088 | 2203961430 | 0.0000012 |
P(r<19) | 0.9999998 |
p(r>=19) = 1 - 0.999998
= 0.0000002
students passing (200 students) = 200*p(r>=19)= 200*0.0000002
=0.00004
Students will pass only 0.00004.