48. Did the randomization produce similar groups? First, compare the two groups of birds in the first year. The only difference should be the
chance effect of the random assignment. The study report says: “In the experimental year, the degree of synchronization did not differ between
food-supplemented and control females.” For this comparison, the report gives t=-1.05.
(a) What type of tstatistic (one-sample, paired, or two-sample) is this? Justify your answer.
(b) Explain how this value of t leads to the quoted conclusion.

Short Answer

Expert verified

(a) The two-sample is the tstatistic.

(b) Insufficient evidence to support the quoted conclusion.

Step by step solution

01

Part (a) Step 1: Given information

To find that the givent statistic is one-sample, paired, or two-sample.

02

Part (a) Step 2: Explanation

Two sets of birds are compare to the test.
The first group consists of 7pairings, while the second group consists of 6pairs.
Because the sample sizes differ, paired data cannot be included in the samples.
As a result, the two-sample is thet statistic

03

Part (b) Step 3: Explanation

To explain the value of t leads to the quoted conclusion.

04

Part (b) Step 4: Explanation

Let, the statistic t=-1.05

Find the null and alternative hypotheses:
Ho:μ1=μ2
Ha:μ1μ2
Find the degree of freedom as:
df=minn1-1,n2-1

=min(7-1,6-1)

=5

Using table B, calculate the p-value as:

p-value=2×P(t>1.05)

=0.342

Note that, p-value is greater than the significance level.

When the P-value is less than or equal to the significance level, then the null hypothesis will be rejected:
P>0.05Fail to rejectH0

The null hypothesis is not rejected.

Hence, there is insufficient evidence to support the quoted conclusion.

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Most popular questions from this chapter

43. Is red wine better than white wine? Observational studies suggest that moderate use of alcohol by adults reduces heart attacks and that red wine may have special benefits. One reason may be that red wine contains polyphenols, substances that do good things to cholesterol in the blood and so may reduce the risk of heart attacks. In an experiment, healthy men were assigned at random to drink half a bottle of either red or white wine each day for two weeks. The level of polyphenols in their blood was measured before and after the two-week period. Here are the percent
changes in level for the subjects in both groups:

(a) A Fathom dotplot of the data is shown below. Use the graph to answer these questions:

  • Are the centers of the two groups similar or different? Explain.
  • Are the spreads of the two groups similar or different? Explain.

(b) Construct and interpret a 90% confidence interval for the difference in mean percent change in polyphenol levels for the red wine and white wine treatments.
(c) Does the interval in part (b) suggest that red wine is more effective than white wine? Explain.

A sample survey interviews SRSs of500female college students and 550male college students. Each student is asked whether he or she worked for pay last summer. In all, 410of the women and 484of the men say “Yes.” The 95%confidence interval for the difference pM-pFin the proportions of college men and women who worked last summer is about

(a) 0.06±0.00095

(b) 0.06±0.043.

(c) 0.06±0.036

(d) -0.06±0.043

(e)-0.06±0.036

A large university is considering the establishment of a schoolwide recycling program. To gauge interest in the program by means of a questionnaire, the university takes separate random samples of undergraduate students, graduate students, faculty, and staff. This is an example of what type of sampling design?

(a) Simple random sample

(b) Stratified random sample

(c) Convenience sample

(d) Cluster sample

(e) Systematic sample

“Would you marry a person from a lower social class than your own?” Researchers asked this question of a random sample of 385black, never married students at two historically black colleges in the South. Of the 149men in the sample, 91said “Yes.” Among the 236women, 117said “Yes.”14Is there reason to think that different proportions of men and women in this student population would be willing to marry beneath their class?

Holly carried out the significance test shown below to answer this question. Unfortunately, she made some mistakes along the way. Identify as many mistakes as you can, and tell how to correct each one.

State: I want to perform a test of

H0:p1=p2

Ha:p1p2

at the 95%confidence level.

Plan: If conditions are met, I’ll do a one-sample ztest for comparing two proportions.

  • Random The data came from a random sample of 385 black, never-married students.
  • Normal One student’s answer to the question should have no relationship to another student’s answer.
  • Independent The counts of successes and failures in the two groups91,58,117, and 119are all at least 10

Do: From the data, p^1=91149=0.61and p^2=117236=0.46.

Test statistic

z=(0.61-0.46)-00.61(0.39)149+0.46(0.54)236=2.91

p=value From Table A, role="math" localid="1650292307192" P(z2.91)1-0.39820.0018.

Conclude: The p-value, 0.0018, is less than 0.05, so I’ll reject the null hypothesis. This proves that a higher proportion of men than women are willing to marry someone from a social class lower than their own.

Suppose the true proportion of people who use public transportation to get to work in the Washington, D.C., area is 0.45In a simple random sample of 250people who work in Washington , what is the standard deviation of the sampling distribution of p^?

(a) 0.4975

(b)0.2475

(c) 0.0315

(d) 0.0009

(e) 0.617

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