A study reports that 5% of adults are afraid to be home alone at night. If 20 people are randomly selected, what is the probability at least 3 of them are afraid to be home alone at night?
This is binomial distribution
p=0.05
q=1-0.05=0.95
P(X≥3)=1−P(0)−P(1)−P(2)P(X \ge 3)=1-P(0)-P(1)-P(2)P(X≥3)=1−P(0)−P(1)−P(2)
P(0)=C2000.0500.9520=0.358P(0)=C^0_{20}0.05^00.95^{20}=0.358P(0)=C2000.0500.9520=0.358
P(1)=C2010.0510.9519=0.019P(1)=C^1_{20}0.05^10.95^{19}=0.019P(1)=C2010.0510.9519=0.019
P(2)=C2020.0520.9518=0.189P(2)=C^2_{20}0.05^20.95^{18}=0.189P(2)=C2020.0520.9518=0.189
P(X≥3)=1−0.358−0.019−0.189=0.434P(X \ge 3)=1-0.358-0.019-0.189=0.434P(X≥3)=1−0.358−0.019−0.189=0.434
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