On average, four students visits the Mathematics and Statistics tutoring centre during a 5-minute period.
(a) Calculate the probability that three students visit the center during a 5- minute period.
(b) During a ten-minute period, what is the probability that at least 4 students visit the centre?
Use Poison distribution
a.λ=4a. \lambda=4a.λ=4 k=3
P(k)=λke−λk!P(k)=\frac{\lambda^ke^{-\lambda}}{k!}P(k)=k!λke−λ
P(3)=43e−43!=0.195P(3)=\frac{4^3e^{-4}}{3!}=0.195P(3)=3!43e−4=0.195
b. λ=8\lambda=8λ=8
P(X≥4)=1−(P(0)+P(1)+P(2)+P(3))P(X \ge4)=1-(P(0)+P(1)+P(2)+P(3))P(X≥4)=1−(P(0)+P(1)+P(2)+P(3))
P(0)=80e−80!=0.0003P(0)=\frac{8^0e^{-8}}{0!}=0.0003P(0)=0!80e−8=0.0003
P(1)=81e−81!=0.0027P(1)=\frac{8^1e^{-8}}{1!}=0.0027P(1)=1!81e−8=0.0027
P(2)=82e−82!=0.0107P(2)=\frac{8^2e^{-8}}{2!}=0.0107P(2)=2!82e−8=0.0107
P(3)=83e−83!=0.0286P(3)=\frac{8^3e^{-8}}{3!}=0.0286P(3)=3!83e−8=0.0286
P(X≥4)=1−(0.0003+0.0027+0.0107+0.0286)=0.9577P(X\ge4)=1-(0.0003+0.0027+0.0107+0.0286)=0.9577P(X≥4)=1−(0.0003+0.0027+0.0107+0.0286)=0.9577
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