/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q. 99 The table provides a recent surv... [FREE SOLUTION] | ÷ÈÓ°Ö±²¥

÷ÈÓ°Ö±²¥

The table provides a recent survey of the youngest online entrepreneurs whose net worth is estimated at one million dollars or more. Their ages range from 17to 30. Each cell in the table illustrates the number of entrepreneurs who correspond to the specific age group and their net worth. Are the ages and net worth independent? Perform a test of independence at the 5%significance level.

Age Groupl Net Worth Value (in millions of US dollars)1-56-24≥25Row Total17-258752026-3065920Column Total14121440

Short Answer

Expert verified

There is sufficient evidence to ensure that the ages and net worth are independent.

Step by step solution

01

Given Information

The null hypothesis is shown below:

H0: The ages and net worth is independent.

Against the alternative hypothesis as shown below:

Ha:The ages and net worth is dependent.

02

Calculation

The degrees of freedom can be calculated by the formula given below:

df=(numberofcolumns-1)(numberofrows-1)

Therefore,

df=(numberofcolumns-1)(numberofrows-1)

=(3-1)(2-1)

=2×1

=2

From above calculation, it is clear that the distribution for the test is χ22.

03

Tables

The observed value table is already given in the textbook. Calculate the expected frequencies by using the formula shown below:

E=(row total)(column total)overall total

All calculations can be done in an excel worksheet. Hence, the expected (E) values table is shown below:

The test statistic of independence test is given below:

Teststatistic=∑(i×j)(O-E)2E

To calculate (O-E)2Eapply formula =(B4-B11)2/B11in cell B17and drag the same formula up to cell D18. After that, take the total of columns total and rows total. The table of test statistic is shown below:

Hence, the test statistic is 1.76.

The p-value can be calculated in excel by using CHIDIST ( ) formula as shown below:

Hence, thepvalue is0.41

04

Graph

The Chi-square sketch is given below

05

Decision, Reason and conclusion

Alpha:0.05

Decision: Do not reject the null hypothesis H0

Reason for decision: Because p-value >α

Conclusion: There is sufficient evidence to insure that the ages and net worth is independent.

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 ÷ÈÓ°Ö±²¥!

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 general, if the observed values and expected values of a goodness-of-fit test are not close together, then the test statistic can get very large and on a graph will be way out in the right tail.

A six-sided die is rolled 120times. Fill in the expected frequency column. Then, conduct a hypothesis test to determine if the die is fair. The data in Table 11.34are the result of the 120rolls.

Face Value FrequencyExpected Frequency
115
229
316
415
530
615

Suppose that 600thirty-year-olds were surveyed to determine whether or not there is a relationship between the level of education an individual has and salary. Conduct a test of independence

AnnualSalaryNot a high schoolgraduateHigh schoolgraduateCollegegraduateMasters ordoctorate<\(30,0001525105\)30,000-\(40,00020407030\)40,000-\(50,00010204055\)50,000-\(60,0005102060\)60,000+0510150

A sample of 300students is taken. Of the students surveyed,50were music students, while 250were not. Ninetyseven were on the honor roll, while203 were not. If we assume being a music student and being on the honor roll are independent events, what is the expected number of music students who are also on the honor roll?

A fisherman is interested in whether the distribution of fish caught in Green Valley Lake is the same as the distribution of fish caught in Echo Lake. Of the 191 randomly selected fish caught in Green Valley Lake, 105 were rainbow trout, 27 were other trout, 35 were bass, and 24 were catfish. Of the 293 randomly selected fish caught in Echo Lake, 115 were rainbow trout, 58 were other trout, 67 were bass, and 53 were catfish. Perform a test for homogeneity at a 5% level of significance.

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.