Hypothesis testing for ProportionsKEY

advertisement

Table Number:__________ Group Name: ________________________

Group Members:_____________________ _____________________ _____________________

Hypothesis Testing for Proportions

1.

A 2003 study of dreaming found that out of a random sample of 113 people, 92 reported dreaming in color.

However the rate of reported dreaming in color that was established in the 1940s was 0.29. Check to see whether the conditions for using a one-proportion z-test are met assuming the researcher wanted to test to see if the proportion dreaming in color had changed since the 1940’s.

Random sample was mentioned

Large sample: np

0

    

and n

1

 p

0

     

Large population: There are more than 1130 people in the population of dreamers

Yes, the conditions are met.

2.

Suppose you are testing the claim that a coin comes up tails more than 50% of the time when the coin is spun on a hard surface. Steps 1 and 2 of the hypothesis test are given. Suppose that you did this experiment and got 22 tails in 30 spins. Find the value of the test statistic z and the corresponding p-value.

p is the proportion of tails.

STEP 1:

H

0

: p

0.50

H a

: p

0.50

STEP 2: Assume that the outcomes are random and the sample size is large enough because both np

and n

1

 p

are both 15.

z- statistic (SHOW WORK!!) z  2.52

(calculator gives 2.56)

22

30

.73

To find the z-statistic, we need to find the standard error: SE

30

0.0913

Now find z: z

 

2.52

(the graphing calculator gives z = 2.56)

.0913

p-value: 0.005

(Use graphing calculator)

SKILL AND DRILL

In problems #3 - #8, test the hypotheses. Find the p-value and indicate whether the researcher should reject or not reject the null hypothesis. Please note that not all significance levels are 0.05.

3.

4.

5.

6.

7.

8.

H

0

: p  0.3

H a

: p

0.3

. n

200; x

75;

 

0.05

p-value:___ 0.0104

_______ Circle one: REJECT H

0

DO NOT REJECT H

0

H

0

: p

0.6

H a

: p  0.6

. n

250; x

124;

 

0.01

p-value:__ 0.0004

________ Circle one: REJECT H

0

DO NOT REJECT H

0

H

0

: p  0.55

H a

: p

0.55

. n

150; x

78;

 

0.1

p-value:___ 0.2296

_________ Circle one: REJECT H

0

DO NOT REJECT H

0

H

0

: p  0.25

H a

: p

0.25

. n

400; x

96;

 

0.1

p-value:___ 0.3228

__________ Circle one: REJECT H

0

DO NOT REJECT H

0

H

0

: p

0.9

H a

: p  0.9

. n

500; x

440;

 

0.05

p-value:___ 0.1362

_________ Circle one: REJECT H

0

DO NOT REJECT H

0

H

0

: p

0.4

H a

: p

0.4

. n

1000; x

420;

 

0.01

p-value:__ 0.1970

_________ Circle one: REJECT H

0

DO NOT REJECT H

0

9.

In a 2010 poll of 1000 adults, 520 of those polled said that schools should ban all junk food from vending machines in schools. Do a majority of adults (more than 50%) support a ban on junk food? Perform a hypothesis test using a significance level of 0.05. (See p. 342 in your text for all the steps.)

STEP 1

H

0

: p  0.50

H a

: p

0.50

where p is the population proportion of people who believe that schools should ban junk food

STEP 2

Use one proportion z-test; sampling is random, sample size is large enough (.5(1000)>10), population is large

STEP 3

Z = 1.26 and p = 0.103 (one-tailed).

STEP 4: (Circle one) REJECT H

0

DO NOT REJECT H

0

Choose the best interpretation of the results you obtained in STEP 4:

I.

The percentage of all adults who favor banning is significantly more than 50% or There is sufficient evidence to suggest that the percentage of adults who favor banning is significantly more than 50%

II.

The percentage of all adults who favor banning is not significantly more than 50% or There is not sufficient evidence to suggest that the percentage of adults who favor banning is significantly more than 50%

Download