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In Exercises 13鈥20, use the data in the table below for sitting adult males and females (based on anthropometric survey data from Gordon, Churchill, et al.). These data are used often in the design of different seats, including aircraft seats, train seats, theater seats, and classroom seats. (Hint: Draw a graph in each case.)

Sitting Back-to-Knee Length (Inches)

Mean

St. Dev

Distribution

Males

23.5 in

1.1 in

Normal

Females

22.7 in

1.0 in

Normal

Instead of using 0.05 for identifying significant values, use the criteria that a value x is significantly high if P(x or greater) 鈮 0.01 and a value is significantly low if P(x or less) 鈮 0.01. Find the back-to-knee lengths for males, separating significant values from those that are not significant. Using these criteria, is a male back-to-knee length of 26 in. significantly high?

Short Answer

Expert verified

The significant back-to-knee lengths for males are 20.9in. and 26.1 in., and the number 26 in. is not significantly high.

Step by step solution

01

Given information

The table states the distribution of back-to-knee length for males and females.

The significantly high and low values are defined as Px or greater0.01and Px or less0.01 respectively.

02

Describe the distribution

Let X be the distribution of back-to-knee lengths of males.

Thus,

X~N,2~N23.5,1.12

Let x1 and x2 be the minimum and maximum values such that, PX<x1=0.01and PX>x2=0.01.

Further,

PX>x2=0.011-PX<x2=0.01PX<x2=0.99

The two values are shown on the graph below:

03

Determine the z-score

The cumulative area to the left of x1 and x2 is 0.01 and 0.99, respectively. Let the corresponding z-scores be z1and z2.

Thus,

PZ<z1=0.01PZ<z2=0.99

The z-score is obtained from the standard normal table:

  • The intersection of row 2.3 and column 0.03 has the value 0.9901 (closest to 0.99). Thus, z2=2.33.
  • The intersection of row -2.3 and column 0.03 has the value 0.0099 (closest to 0.01). Thus, z1=-2.33.
04

Obtain the two significant values

Relationship between x and corresponding z-score:

z=x-

Thus,

x1=+z1=23.5+-2.331.1=20.9

x2=+z2=23.5+2.331.1=26.1

Thus, it is concluded that the significantly high values are separated by 26.1 in., and significantly low are separated from not significant by 20.9 in.

05

Conclusion from the above discussion

Thus, the significantly high values are larger than 26.1 in. Therefore,

P26.1orgreater=0.01

Thus, the significantly low values are larger than 20.9 in. Therefore,

P20.9orless=0.01

The measure of 26 in. lies to the left of 26.1 in., which implies it is not a significantly high value.

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