In: Statistics and Probability
On average, only 95% of people bought an airline ticket will show up in the airport. In an airline’s flight, 400 people bought tickets. What is the probability that the number of people coming to the airport is at least 380 but no more than 390.
Solution:
Given that,
p = 95% = 0.95
n = 400
Here, BIN (400 , 0.95)
According to normal approximation binomial,
X Normal
Mean = = n*p = 400 * 0.95 = 380
Standard deviation = =n*p*(1-p) = [400*0.95*(1-0.95)] = 4.35889894354
Now ,
P(X is at least 380 but no more than 390)
= P[380 X 390]
= P[(380 - ) / Z (390 - ) / ]
= P[(380 - 380) /4.35889894354 Z (390 - 380) /4.35889894354 ]
= P[0.00 Z 2.29]
= P[Z 2.29] - P[Z 0.00]
= 0.9890 - 0.5000
= 0.4890
Required Probability = 0.4890