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The heights of the 430National Basketball Association players were listed on team rosters at the start of the 2005–2006season. The heights of basketball players have an approximately normal distribution with mean, µ=79inches and a standard deviation, σ=3.89inches. For each of the following heights, calculate the z-score and interpret it using complete sentences

a. 77inches

b. 85inches

c. If an NBA player reported his height had a z-score of 3.5, would you believe him? Explain your answer

Short Answer

Expert verified
  1. The z-score 77inch height is -0.5141that is negative So, the77inch is shorter that the average height of players.
  2. The z-score of 85is 1.5424that is positive. So the height85 is taller than the height of the all players.
  3. The obtained height is 92.615 inches and it is more than the mean height of 79 inches. So the claim of the players can not believe.

Step by step solution

01

Given information (Part a)

Given in the question that

Mean=79

Standard deviation=3.89

X~N(79,3.89)

02

Solution (Part a)

We need to calculate the z-score of x=77

z=x−μσ

=77−793.89

=−0.5141

03

Given information (Part b)

Given in the question that

Mean=79

Standard deviation=3.89

X~N(79,3.89)

04

Solution (part b)

Here we need to find the z-score of x=85

z=x−μσ

=85−793.89

=1.5424

05

Given information (Part c)

Given in the question that

Mean=79

Standard deviation =3.89

X~N(79,3.89)

06

Solution (Part c)

Here the z-score is given as 3.5.So, we need to find the height of the players.

z=x−μσ

3.5=x−793.89

x=3.5×3.89+79

=92.615

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