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Deciles The deciles of any distribution are the points that mark off the lowest 10%and the highest 10%. The deciles of a density curve are therefore the points with area 0.1and 0.9to their left under the curve.

(a) What are the deciles of the standard Normal distribution?

(b) The heights of young women are approximately Normal with mean 64.5inches and standard deviation 2.5inches. What are the deciles of this distribution? Show your work

Short Answer

Expert verified

a) The declines of the standard normal distribution is ±1.28

b)The declines of the young women are61.3inches and67.7inches

Step by step solution

01

Part (a) Step 1: Given Information

The deciles of any lowest distribution=10%

The deciles of any highest distribution=10%

Areas=0.1and0.9

02

Part (a) Step 2: Explanation

The figure illustrates what we're looking for:

In the standard Normal Curve, the deciles are 10%and 90%percent of the distribution on either side of the standard curve.

Due to the curvature's symmetry, the area from z=0to either end is 0.5while the area from z=0to the top or bottom is 1.

As shown here, 0.1is equal to 0.5-0.4and 0.9is equal to 0.5+0.4.

Based on the Table of Normal Curve, 0.3997is the nearest value to 0.4.

This corresponds to a z=1.28value.

Therefore, z=-1.28is the standardized value with area 0.10to the left of z=1.28and is the standardized value with area 0.90to the left of z=1.28.

Hence, the deciles are±1.28.

03

Part (b) Step-1: Given Information

The heights of young women with mean=64.5inches

Standard deviation =2.5inches

we have to find out the the declines of the heights of young women.

04

Part (b) Step-2: Explanation

Assuming random variable Xindicates heights of young women, then we are given the following:

x~N(μ,σ2)whereμ=64.5inchesandσ=2.5inches

The unknown x'sstandardized value is z=±1.28.

Hence, Xsatisfies the equation:

z=x-μσ±1.28=x-64.52.5

Find thexvalue:

x=64.5±1.28(2.5)x=61.3inchesandx=67.7inches

The decline for the heights of young women are 61.3inchesand67.7inches

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