In: Statistics and Probability
A student studying for a vocabulary test knows the meanings of 12 words from a list of 22 words. If the test contains 10 words from the study list, what is the probability that at least 8 of the words on the test are words that the student knows? (Round your answer to three decimal places.)
Solution-:
Given:
Let,X- be the number of words selected in sample
This situation is suitable for hypergeometric distribution
The p.m.f. of X is ,
We use Binomial Aprroximation
i.e.
We find P[at least 8 of the words on the test are words that the student knows]
n=10 | p=0.55 | q=0.45 | ||
x | nCx | p^x | q^(10-x) | P[X=x] |
0 | 1 | 1 | 0.000 | 0.000 |
1 | 10 | 0.55 | 0.001 | 0.004 |
2 | 45 | 0.3025 | 0.002 | 0.023 |
3 | 120 | 0.166375 | 0.004 | 0.075 |
4 | 210 | 0.091506 | 0.008 | 0.160 |
5 | 252 | 0.050328 | 0.018 | 0.234 |
6 | 210 | 0.027681 | 0.041 | 0.238 |
7 | 120 | 0.015224 | 0.091 | 0.166 |
From above table we write following probabilioties
Therefore , the reqired pbobability is equal to 0.100