The age distribution of the Canadian population and the age distribution of a ra

Question

The age distribution of the Canadian population and the age distribution of a random sample of 455 residents in the Indian community of a village are shown below.

Use a 5% level of significance to test the claim that the age distribution of the general Canadian population fits the age distribution of the residents of Red Lake Village.

(a) What is the level of significance?


State the null and alternate hypotheses.

H0: The distributions are different.
H1: The distributions are the same.

H0: The distributions are the same.
H1: The distributions are different.    

H0: The distributions are the same.
H1: The distributions are the same.

H0: The distributions are different.
H1: The distributions are different.

(b) Find the value of the chi-square statistic for the sample. (Round your answer to three decimal places.)


Are all the expected frequencies greater than 5?

Yes No     

What sampling distribution will you use?

binomial

Student's t   

  normal

uniform

chi-square

What are the degrees of freedom?


(c) Find or estimate the P-value of the sample test statistic. (Round your answer to four decimal places.)


(d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis that the population fits the specified distribution of categories?

Since the P-value > ?, we fail to reject the null hypothesis.

Since the P-value > ?, we reject the null hypothesis.     

Since the P-value ? ?, we reject the null hypothesis.

Since the P-value ? ?, we fail to reject the null hypothesis.

(e) Interpret your conclusion in the context of the application.

At the 5% level of significance, the evidence is insufficient to conclude that the village population does not fit the general Canadian population.

At the 5% level of significance, the evidence is sufficient to conclude that the village population does not fit the general Canadian population.

Age (years) Percent of Canadian Population Observed Number
in the Village Under 5 7.2%                   45             5 to 14 13.6%                   83             15 to 64 67.1%                   280             65 and older 12.1%                   47            

Explanation / Answer

a) level of significance=0.05

H0: The distributions are the same.
H1: The distributions are different.

b)

applying chi square goodness of fit test:

test statistic =15.057

Are all the expected frequencies greater than 5 --Yes

What sampling distribution will you use? -chi-square

degrees of freedom =categories-1=4-1=3

P-value of the sample test statistic =0.0018

d)

Since the P-value ? ?, we reject the null hypothesis.

e)

At the 5% level of significance, the evidence is sufficient to conclude that the village population does not fit the general Canadian population.

observed Expected Chi square category Probability(p) Oi Ei=total*p R2i=(Oi-Ei)2/Ei <5 0.072 45.000 32.76 4.573 5-14 0.136 83.000 61.88 7.208 15-64 0.671 280.000 305.31 2.097 >65 0.121 47.000 55.06 1.179 total 1.000 455 455 15.057

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