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Optimal goal target in soccer. When attempting to score a

Statistics for Business and Economics | 12th Edition | ISBN: 9780321826237 | Authors: James T. McClave, P. George Benson, Terry T Sincich ISBN: 9780321826237 51

Solution for problem 105E Chapter 4

Statistics for Business and Economics | 12th Edition

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Statistics for Business and Economics | 12th Edition | ISBN: 9780321826237 | Authors: James T. McClave, P. George Benson, Terry T Sincich

Statistics for Business and Economics | 12th Edition

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Problem 105E

Problem 105E

Optimal goal target in soccer. When attempting to score a goal in soccer, where should you aim your shot? Should you aim for a goalpost (as some soccer coaches teach), the middle of the goal, or some other target? To answer these questions, Chance (Fall 2009) utilized the normal probability distribution. Suppose the accuracy x of a professional soccer player’s shots follows a normal distribution with a mean of zero feet and a standard deviation of 3 feet. (For example, if the player hits his target, x = 0 ; if he misses his target by 2 feet to the right, x = 2 ; and if he misses 1 foot to the left, x = -1 .) Now, a regulation soccer goal is 24 feet wide. Assume that a goalkeeper will stop (save) all shots within 9 feet of where he is standing; all other shots on goal will score. Consider a goalkeeper who stands in the middle of the goal.

a. If the player aims for the right goalpost, what is the probability that he will score?

b. If the player aims for the center of the goal, what is the probability that he will score?

c. If the player aims for halfway between the right goalpost and the outer limit of the goalkeeper’s reach, what is the probability that he will score?

Step-by-Step Solution:

Answer

Step 1 of 3

(a)

Suppose the accuracy  of a professional soccer player’s shots follows a normal distribution with a mean of  and a standard deviation of  (For example, if the player hits his target, x = 0 ; if he misses his target by 2 feet to the right, x = 2 ; and if he misses 1 foot to the left, x = -1 .)

Now, a regulation soccer goal is 24 feet wide. Assume that a goalkeeper will stop all shots within 9 feet of where he is standing; all other shots on goal will score. Consider a goalkeeper who stands in the middle of the goal.

we are asked to find the probability that he will score if the player aims for the right goalpost.

If the goalkeeper stands in the middle of the goal and can any ball within  then the only way a player can score if and only if he shoots the ball within the  of either goal post.

If a player aims at the right goal post, then the player will score if  is between

Hence we need to find the

The probabilities for all normal distributions are computed by using the standard normal distribution. we can use the standard normal probability table and the appropriate

z values to find the desired probabilities.

The formula used to convert any normal random variable x with mean μ and standard deviation σ to the standard normal random variable z follows.

We can rewrite  as,

Therefore, the  for is,

[mean  and standard deviation ]

Hence the area to the left of  is

[Please refer the standard normal table II in Appendix ]

the  for is,

Hence the area to the left of  is

Hence the probability that he will score  if the player aims for the right goalpost is


Step 2 of 3

Chapter 4, Problem 105E is Solved
Step 3 of 3

Textbook: Statistics for Business and Economics
Edition: 12
Author: James T. McClave, P. George Benson, Terry T Sincich
ISBN: 9780321826237

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