Persons per Housing Unit. From the document American Housing Survey for the United States, published by the U.S. Census Bureau, we obtained the following frequency distribution for the number of persons per occupied housing unit, where we have used "7" in place of “7 or more.” Frequencies are in millions of housing units.

Person1234567
Frequencies27.934.417.015.56.82.31.4

For a randomly selected housing unit, let Y denote the number of persons living in that unit.

a. Identify the possible values of the random variable Y.

b. Use random-variable notation to represent the event that a housing unit has exactly three persons living in it.

c. Determine P(Y = 3); interpret in terms of percentages.

d. Determine the probability distribution of Y.

e. Construct a probability histogram for Y.

Short Answer

Expert verified

Part a.

The possible values for Y: {1,2,3,4,5,6,7}

Part b.

Y = 3

Part c.

P(Y = 3) = 17/105.3 = 0.161

Part d.

Random Variable

Probability

1

27.9

2

34.4

3

17.0

4

15.5

5

6.8

6

2.3

7

1.4

Part e.

Step by step solution

01

Part (a) Step 1. Given information

The frequency distribution for the number of people per occupied dwelling unit is shown below, where "7" has been substituted for "7 or more." The following frequencies are found in millions of home units:

Persons

1

2

3

4

5

6

7

Frequency

27.9

34.4

17.0

15.5

6.8

2.3

1.4

Let Y represent the number of people drawn at random from a housing unit.

02

Part (a) Step 2. Solution

The number of people per occupied housing unit can be calculated using the frequency distribution table provided. be 1, 2, 3, 4, 5, 6 or 7. Hence, the potential values for Y:

Y=1,2,3,4,5,6,7

03

Part (a) Step 3. Solution

When a living unit has exactly three people, it is referred to as:

Y = 3

04

Part (c) Step 1. Formula Used 

The experiment is conducted out assuming that the random variable (Y=y)occurs n times out of a total of N times. As a result of the fNrule:

P(Y=y)=nN

05

Part (c) Step 2. Solution

Here, Total number of times the experiment took place (N):

27.9+34.4+17+15.5+6.8+2.3+1.4=105.5

By fNrule:

P(Y=3)=17105.5=0.161

06

Part (d) Step 1. Solution

Here, total number of times the experiment took place :

27.9+34.4+17+15.5+6.8+2.3+1.4=105.5

Hence the probability of random variable Y is:

Random Variable

Probability

1

27.9

2

34.4

3

17.0

4

15.5

5

6.8

6

2.3

7

1.4

07

Part (e) Step 1. Solution

The probability histogram for the random variable X is as follows:

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with Vaia!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

In Exercises 5.16-5.26, express your probability answers as a decimal rounded to three places.

Occupations in Seoul. The population of Seoul was studied in an article by B. Lee and J. McDonald, "Determinants of Commuting Time and Distance for Seoul Residents: The Impact of Family Status on the Commuting of Women" (Urban Studies, Vol. 40, No. 7, pp. 1283-1302). The authors examined the different occupations for males and females in Seoul. The table at the top of the next page is a frequency distribution of occupation type for males taking part in a survey. (Note: M = manufacturing, N = nonmanufacturing.)

If one of these males is selected at random, find the probability that his occupation is

(a) service.

(b) administrative.

(c) manufacturing.

(d) not manufacturing.

Why is probability theory important to statistics?

Fill in the blanks.

(a) A is a quantitative variable whose value depends on chance.

(b) A discrete random variable is a random variable whose possible values .

The probability is 0.667 that the favorite in a horse race will finish in the money (first, second, or third place). In 500 horse races, roughly how many times will the favorite finish in the money?

In each of Exercises 5.167-5.172, we have provided the number of trials and success probability for Bernoulli trials. LetX denote the total number of successes. Determine the required probabilities by using

(a) the binomial probability formula, Formula 5.4 on page 236. Round your probability answers to three decimal places.

(b) TableVII in AppendixA. Compare your answer here to that in part (a).

n=4,p=14,P(X=2)

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.

Sign-up for free