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Where’s the bus? Sally takes the same bus to work every morning. The

amount of time (in minutes) that she has to wait for the bus can be modeled by a uniform distribution on the interval from 0 minutes to 10 minutes.

a. Draw a density curve to model the amount of time that Sally has to wait for the bus. Be sure to include scales on both axes.

b. On what percent of days does Sally wait between 2.5 and 5.3 minutes for the bus?

c. Find the 70th percentile of Sally’s wait times.

Short Answer

Expert verified

Part (a)f(x)=0.1When0≤x≤10

Part (b) Sally has to wait for the bus for about 28%of days.

Part (c) 70th percentile of Sally’s wait times will be 7 minutes.

Step by step solution

01

Part (a) Step 1: Given information

The distribution has been modeled according to the uniform distribution on the interval0≤x≤10min

Such thata=0andb=0

Waiting time, 2.5≤x≤5.3min

02

Part (a) Step 2: Concept

A density curve is always on or above the horizontal axis.

03

Part (a) Step 3: Calculation

The density curve is reciprocal to the difference in the borders in a uniform distribution.

In the space between the two limits,

f(x)=1b-a=110-0=110=0.1

With

0≤x≤10

04

Part (b) Step 1: Calculation

The likelihood that the waiting time will be between 2.5 and 5.3 minutes will be the area beneath the density curve between 2.5 and 5.3 minutes.

Note that

The area underneath the density curve will be the rectangle.

With

Width, W=5.3−2.5=2.8

And

Height, H=f(x)=0.1

Then

P(2.5<x<5.3)=Area of rectangle

=W×H=2.8×0.1=0.28=28%

Therefore,

Sally has to wait for the bus for between 2.5and 5.3minutes for about 28%of the days.

05

Part (c) Step 1: Calculation

70percent of the data values should be smaller than the 70thpercentile, according to the attribute for the 70thpercentile.

Let

xbe the 70thpercentile.

The likelihood that the time is between 0and xwill equal the area beneath the density curve between 0and x

Note that

The rectangle will be the area beneath the density curve.

With

Width, W=x−0=x

And

Height, H=f(x)=0.1

Then

P(0andx)=Areaofrectangle=W×H

We know that

xis the 70thpercentile.

Then

The probability has to be equal to 70%or 0.7

0.1x=0.7

Divide the above equation by 0.1

That becomes

x=0.70.1=7

Therefore,

The 70thpercentile will be the 7minutes.

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