Answer:
The probability is 0.0775
The expected value is 4.75 clubs
The standard deviation is 1.8875 clubs
Step-by-step explanation:
The variable X follows a binomial distribution, because we have n identical and independent events (19 cards) with a probability p of success and 1-p of fail (there is a probability of 1/4 to be club and 3/4 to be diamond, heart or spade). Then, the probability that x of the n cards are club is:
![P(x)=\frac{n!}{x!(n-x)!}*p^{x}*(1-p)^{n-x}\\P(x)=\frac{19!}{x!(19-x)!}*0.25^{x}*(0.75)^{19-x}](https://tex.z-dn.net/?f=P%28x%29%3D%5Cfrac%7Bn%21%7D%7Bx%21%28n-x%29%21%7D%2Ap%5E%7Bx%7D%2A%281-p%29%5E%7Bn-x%7D%5C%5CP%28x%29%3D%5Cfrac%7B19%21%7D%7Bx%21%2819-x%29%21%7D%2A0.25%5E%7Bx%7D%2A%280.75%29%5E%7B19-x%7D)
So, the probability P of drawing at least 8 clubs is:
P = P(8) + P(9) + P(10) + ... + P(18) + P(19)
Replacing, the values of x, from 8 to 19, on the equation above, we get:
P = 0.0775
Additionally, the expected value E(x) and standard deviationS(x) for this distribution is given by:
E(x)=np = 19(0.25) = 4.75
![S(x)=\sqrt{np(1-p)} =\sqrt{19(0.25)(0.75)} =1.8875](https://tex.z-dn.net/?f=S%28x%29%3D%5Csqrt%7Bnp%281-p%29%7D%20%3D%5Csqrt%7B19%280.25%29%280.75%29%7D%20%3D1.8875)