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Population by Region. According to the U.S. Census Bureau publication Demographic Profiles, a relative-frequency distribution of the U.S. resident population by region in 2000 was as follows.

A simple random sample of this year's U.S. residents gave the following frequency distribution.

a. Identify the population and variable under consideration here.

b. At the 5% significance level, do the data provide sufficient evidence to conclude that this year's resident population distribution by region has changed from the 2000 distribution?

Short Answer

Expert verified

a). The variable is Region, and the population is the population of the United States.

b). At a 5% significance level, there is enough information to establish that the resident population distribution by area this year differs from the resident population distribution in 2000.

Step by step solution

01

Part (a) Step 1: Given Information

Given data:

A simple random sample of this year's U.S. residents gave the following frequency distribution.

02

Part (a) Step 2: Explanation

Individuals who are being examined form the population. As a result, only U.S. residents are taken into account.

The subject of investigation is the variable. As a result, the region is the factor to consider.

03

Part (b) Step 1: Given Information

Given data:

A simple random sample of this year's U.S. residents gave the following frequency distribution.

04

Part (b) Step 2: Explanation

The hypotheses:

H0: The resident population distribution by region for this year is same to the resident population distribution for the year 2000.

Ha: The resident population distribution by region for this year differs from the resident population distribution for the year 2000.

α=5%

=0.05

Calculate the observed frequencies and chi-square subtotals as follows:

localid="1653750249413" pOE=1500p(O-E)2/E0.192592852.37190.229306343.54.09390.3565685342.16480.225367337.52.5785Sum150011.2091

χ2=11.2091

Determine the critical value using Table Vwith df=4-1

=3:

χ0.052=7.815

11.2091>7.815⇒RejectH0

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