It is believed that the mean height of high school students who play basketball on the school team is inches with a standard deviation of inches. A random sample of players is chosen. The sample mean was inches, and the sample standard deviation was years. Do the data support the claim that the mean height is less than inches? The p-value is almost zero. State the null and alternative hypotheses and interpret the p-value.

Short Answer

Expert verified

The alternate hypothesis and the null hypothesis are as follows:

Step by step solution

01

Given information

A basketball team's average height is inches, with a standard variation of inches. The football team's average height is inches, with a standard variation of inches.

02

Explanation

The null hypothesis states that no statistical relationship exists between two variables, hence the researcher must always reject the inference.

The alternative hypothesis suggests that the two variables have a significant relationship.

For the provided data, the null and alternate hypotheses are:

Because the p-value is set to zero, the alpha level is set toThe null hypothesis is rejected at this alpha level because the p-value is less than . As a result, there is sufficient evidence to support the assertion that the average height of the basketball team's players is less than inches.

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Most popular questions from this chapter

The mean age of De Anza College students in a previous term was 26.6 years old. An instructor thinks the mean age for online students is older than 26.6. She randomly surveys56online students and finds that the sample mean is29.4with a standard deviation of 2.1. Conduct a hypothesis test.

Determine both TypeIand TypeIIerrors for the following scenario:

Assume a null hypothesis,H0, that states the percentage of adults with jobs is at least 88%.

Identify the TypeIand Type IIerrors from these four statements.

a. Not to reject the null hypothesis that the percentage of adults who have jobs is at least 88%when that percentage is actually less than 88%

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d. Reject the null hypothesis that the percentage of adults who have jobs is at least 88%when that percentage is actually less than 88%.

Previously, an organization reported that teenagers spent 4.5 hours per week, on average, on the phone. The organization thinks that, currently, the mean is higher. Fifteen randomly chosen teenagers were asked how many hours per week they spend on the phone. The sample mean was 4.75 hours with a sample standard deviation of 2.0. Conduct a hypothesis test, the TypeIerror is:

a. to conclude that the current mean hours per week is higher than 4.5, when in fact, it is higher

b. to conclude that the current mean hours per week is higher than 4.5, when in fact, it is the same

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The US Department of Energy reported that 51.7% of homes were heated by natural gas. A random sample of 221 homes in Kentucky found that 115 were heated by natural gas. Does the evidence support the claim for Kentucky at the α = 0.05 level in Kentucky? Are the results applicable across the country? Why?

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