In: Statistics and Probability
A certain NBA basketball player makes 70% of his free throws. Suppose this player has three free throws. What is the most likely number of free throws that he will make?
Solution:
Given ,
p = 70% = 0.70
n = 3
So, X follows Binomial(3 , 0.70)
Using binomial probability formula ,
P(X = x) = (n C x) * px * (1 - p)n - x , x = 0 , 1 , 2 , 3 , ....., n
Possible values of x are 0 ,1 , 2 , 3
P(X =0 ) = (3 C 0) * 0.70 * (0.3)3-0 = 0.027
P(X =1 ) = (3 C 1) * 0.71 * (0.3)3-1 = 0.189
P(X =2 ) = (3 C 2) * 0.72 * (0.3)3-2 = 0.441
P(X = 3 ) = (3 C 3) * 0.73 * (0.3)3-3 = 0.343
Observe the probabilities. P(X = 2 ) is greater .
So, answer is 2 .
What is the most likely number of free throws that he will make? Answer is 2