According to CNN/USA Today poll appox. 70% of Americans believe the IRS abuses its power. Let X equal the number of people who believe the IRS abuses its power in a sample of n=25 Americans. Assuming that the poll results are still valid , find the probability that a) X is at least 13 b) X is at most 11 c) x is equal to 12 d) give the mean, variance, and standard deviation of X use the binomial probability tables, how do you use values above 0.5 such as 0.7
Ans:
Given that
n=25,p=0.70
P(x=r)=25Cr*0.7r*(1-0.7)25-r
x | p(x) |
1 | 0.0000 |
2 | 0.0000 |
3 | 0.0000 |
4 | 0.0000 |
5 | 0.0000 |
6 | 0.0000 |
7 | 0.0000 |
8 | 0.0001 |
9 | 0.0004 |
10 | 0.0013 |
11 | 0.0042 |
12 | 0.0115 |
13 | 0.0268 |
14 | 0.0536 |
15 | 0.0916 |
16 | 0.1336 |
17 | 0.1651 |
18 | 0.1712 |
19 | 0.1472 |
20 | 0.1030 |
21 | 0.0572 |
22 | 0.0243 |
23 | 0.0074 |
24 | 0.0014 |
25 | 0.0001 |
Use above table for calculations:
a)P(atleast 13)=P(x>=13)
=P(x=13)+P(x=14)+...............+P(x=25)
=0.0268+0.0536+….+0.0001
=0.9825
b)P(x<=11)=P(x=0)+P(x=1)+.............+P(x=11)
=0.0000+0.0000+.............+0.0042
=0.0060
c)
P(x=12)=0.0115
d)
mean=np=25*0.7=17.5
Variance=np(1-p)=25*0.7*0.3=5.25
standard deviation=sqrt(5.25)=2.29
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