Question

In: Statistics and Probability

Social networking is becoming more and more popular among school-going teenagers. Camden Research Group used a...

Social networking is becoming more and more popular among school-going teenagers. Camden Research Group used a survey of students in several states to determine the percentage of students who use social networking sites. Assume that the results for surveys in Georgia, Maryland, Washington, and Wyoming are as follows.

States
Use Social
Networking Sites
Georgia
Maryland

Washington
Wyoming
Yes 344 265 301 500
No 456 235 399 500

Answer the following 6 questions.

1. We wish to conduct a hypothesis test to determine whether the proportion of students using social networking sites are equal for all four states. What is the value of your test statistic?

2. True or False: At least one state's population proportion is different from the others. (5% significance)

3. What is the sample proportion for Georgia?

4. Which state has the largest sample proportion?

5. Using the multiple comparison procedures, answer the following:

True or False: There is a significant difference between Georgia and Maryland. (5% significance)

6. Using the multiple comparison procedures, answer the following:

True or False: There is a significant difference between Wyoming and Maryland. (5% significance)

Solutions

Expert Solution

1)

c1 c2 c3 c4 sum
r1 344 265 301 500 1410
r2 456 235 399 500 1590
sum 800 500 700 1000 3000
Eij 1 2 3 4
expected 1 376 235 329 470
2 424 265 371 530
0i 344 265 301 500 456 235 399 500
Ei 376 235 329 470 424 265 371 530 sum
(Oi-Ei)^2/Ei 2.723404 3.829787 2.382979 1.914894 2.415094 3.396226 2.113208 1.698113 20.47371
p-value 0.000135
critical value 7.82

test statisitic = 20.473

2)

p-value = 0.00135 < 0.05

we reject the null hypothesis

true

3)

344/800 = 0.43

4)

Maryland is correct

as p > 0.5 in this case only


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