In: Statistics and Probability
Suppose we have 4 students and we take their phones then return the phones to them randomly. Let X be the number of students who receive their own phone. Create a probability distribution chart for X.
We have 4 students & we take their phones then return the phones to them randomly.
Let, X be the number of students who receive their own phone
n - number of students = 4
p - Probability that student will receive their own phone = 1/4 = 0.25
X ~ Binomial (n = 4, p = 0.25)
PMF of binomial distribution -
; x = 0,1,2,......,n ; 0 p 1 ; p + q = 1
= 0 ; otherwise
X will take values 0,1,2,3,4.
= (1)(1)(0.3164) = 0.3164
= (4)(0.25)(0.4219) = 0.4219
= (6)(0.0625)(0.5625) = 0.2109
= (4)(0.0156)(0.75) = 0.0468
= (1)(0.0039)(1) = 0.0039
Probability distribution chart for X -
X | 0 | 1 | 2 | 3 | 4 | Total |
P(X=x) | 0.3164 | 0.4219 | 0.2109 | 0.0468 | 0.0039 | 1 |