The runner-up in a road race is given a reward that depends on the difference between his time and the winner’s time. He is given 10 dollars for being one minute behind, 6 dollars for being one to three minutes behind, 2 dollars for being 3 to 6 minutes behind, and nothing otherwise. Given that the difference between his time and the winner’s time is uniformly distributed between 0 and 12 minutes, find the mean and variance of the reward of the runner-up.



Answer :

The mean and variance of the reward of the runner-up is 7/3 and Variance is 89/9

What is Variance?

Variance is the anticipated squared variation of a random variable from its population mean or sample mean in probability theory and statistics. Variance serves as a proxy for dispersion, or the degree to which a set of numbers deviates from their mean.

Here, a=0 and b=12. So,

f(x) = 1 / (12 - 0)

     = 1/12

A runner receives $10 if he or she is between 0 and 1 minute behind the leader. The corresponding probability is stated as

[tex]\int\limits^1_0 {1/12} \, dx[/tex]=1/12([tex]x^1_{0}[/tex])

             = 1/12

A runner receives $6 if he or she is between one and three minutes behind the leader. The corresponding probability is stated as

[tex]\int\limits^3_1 {1/12} \, dx[/tex] = 1/12([tex]x^3_{1}[/tex])

               = 1/6

A runner receives $2 if he or she is between three and six minutes behind the leader. The corresponding probability is stated as

[tex]\int\limits^6_3 {1/12} \, dx[/tex] = 1/12([tex]x^6_{3}[/tex])

               = 1/4

A runner receives nothing if he or she is more than six minutes behind the leader. The corresponding probability is stated as

12

∫ 1/12 dx = 1/12 ([tex]x^{12}_6[/tex])

6

             = 1/2

We can produce the following table:

X P(X)  X(P(X) X^2 P(X)

10 1/12   5/6         25\3

6 1/6         1     6

2 1/4      1/2  1

0 1/2      0     0

Sum: 1      E(X)=7/3  E(X^2)=46/3

Thus the expected value of X is given as

E(X) = 7/3

The variance is given as

σ² = E(X)² - [E(X)]²

    = 46/3 - (7/3)²

 σ²   = 89/9

Hence, Mean of the reward runner up is 7/3 and Variance is 89/9

To learn more about Variance click on the link

https://brainly.com/question/9304306

#SPJ4