Approximate the binomial probability using the normal distribution. What is the probability that more than 100 out of 300 elections will contain voter fraud? One report suggests that there is a 32% chance of an individual election containing voter fraud.
Solution :
Given that,
p = 0.32
q = 1 - p =1-0.32=0.68
n = 300
Using binomial distribution,
= n * p = 300*0.32=96
= n * p * q = 300*0.32*0.68=8.0796
Using continuity correction
,P(x > 100) = 1 - P(x <100.5 )
= 1 - P((x - ) / < (100.5-96) / 8.0796)
= 1 - P(z <0.56 )
Using z table
= 1-0.7123
=0.2877
probability= 0.2877
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