In: Statistics and Probability
According to a survey, 63% of murders committed last year were cleared by arrest or exceptional means. Fifty murders committed last year are randomly selected, and the number cleared by arrest or exceptional means is recorded. When technology is used, use the Tech Help button for further assistance.
(a) Find the probability that exactly 40 of the murders were cleared.
(b) Find the probability that between 35 and 37 of the murders, inclusive, were cleared.
(c) Would it be unusual if fewer than 18 of the murders were cleared? Why or why not?
We are given p = 0.63
Let X be the number of murders cleared by arrest or exceptional means.
Then X ~ Binomial(50,0.63)
(i) P(X=40) = 0.0046484267
(ii) P(35<=X<=37) = 0.1541893629
(iii) P(X<18) = 0.0000300606
Yes it would be unusual since the probability of that happening is only 0.0000300606
Using excel, the probability table:
X | P(X=x) |
0 | 0.000000000000 |
1 | 0.000000000000 |
2 | 0.000000000000 |
3 | 0.000000000000 |
4 | 0.000000000000 |
5 | 0.000000000000 |
6 | 0.000000000000 |
7 | 0.000000000000 |
8 | 0.000000000000 |
9 | 0.000000000100 |
10 | 0.000000000500 |
11 | 0.000000003300 |
12 | 0.000000018500 |
13 | 0.000000092200 |
14 | 0.000000415100 |
15 | 0.000001696300 |
16 | 0.000006318300 |
17 | 0.000021516300 |
18 | 0.000067165600 |
19 | 0.000192611600 |
20 | 0.000508338400 |
21 | 0.001236498700 |
22 | 0.002775286500 |
23 | 0.005752767700 |
24 | 0.011019659800 |
25 | 0.019513732700 |
26 | 0.031948159100 |
27 | 0.048353970600 |
28 | 0.067630215600 |
29 | 0.087358321400 |
30 | 0.104121674900 |
31 | 0.114379520800 |
32 | 0.115635377100 |
33 | 0.107396001300 |
34 | 0.091431730800 |
35 | 0.071168482400 |
36 | 0.050491153000 |
37 | 0.032529727500 |
38 | 0.018948682000 |
39 | 0.009927376000 |
40 | 0.004648426700 |
41 | 0.001930460700 |
42 | 0.000704357300 |
43 | 0.000223127600 |
44 | 0.000060441800 |
45 | 0.000013721900 |
46 | 0.000002539600 |
47 | 0.000000368000 |
48 | 0.000000039200 |
49 | 0.000000002700 |
50 | 0.000000000100 |
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