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In Exercises 13鈥20, use the data in the table below for sitting adult malesand females (based on anthropometric survey data from Gordon, Churchill, et al.). Thesedata 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

Significance Instead of using 0.05 for identifying significant values, use the criteria that a value x is significantly high if P(x or greater) 0.025 and a value is significantly low if P(x or less) 0.025. Find the female back-to-knee length, separating significant values from those that are not significant. Using these criteria, is a female back-to-knee length of 20 in. significantly low?

Short Answer

Expert verified

The significant back-to-knee lengths for females are 20.7in. and 24.7 in. and the number 20 in. is significantly low.

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 greater0.025and Px or less0.025

respectively.

02

Describe the distribution

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

Thus,

X~N,2~N22.7,1.02

Let x1and x2 be the minimum and maximum values such that, PX<x1=0.025andPX>x2=0.025

Further,

PX>x2=0.0251-PX<x2=0.025PX<x2=0.975

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 0.025 and 0.975, respectively. Let the corresponding z-scores be z1and z2.

Thus,

PZ<z1=0.025PZ<z2=0.975

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

  • The intersection of row 1.9 and column 0.06 has the value 0.9750. Thus, z2=1.96.
  • The intersection of row -1.9 and column 0.06 has the value 0.0250. Thus, z1=1.96.
04

Obtain the two significant values

Relationship between x and corresponding z-score,

z=x-

Thus,

x1=+z1=22.7+-1.961.0=20.7

x2=+z2=22.7+1.961.0=24.7

Thus, it is concluded that the significantly high values are separated by 24.7 in, and the significantly low values are separated from the not significant by 20.7 in.

05

Conclusion from above discussion

Thus, the significantly high values are larger than 24.7 in. Therefore,

P24.7orgreater=0.025

Thus, the significantly low values are larger than 20.7 in. Therefore,

P20.7orless=0.025

The measure 20 in. lies to the left of 20.7 in, which implies it is a significantly low value.

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