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You are performing a hypothesis test of a single population mean using a Student’s t-distribution. The data are not from a simple random sample. Can you accurately perform the hypothesis test?

Short Answer

Expert verified

No, we cannot accurately perform hypothesis test because the knowledge aren't from a easy random sample.

Step by step solution

01

Uses of Hypothesis testing.

The main thing of statistics is to prove or disprove a theory. As an example, you'd possibly conduct research and see that a particular medicine is beneficial within the treatment of headaches. Nobody will believe your findings if you cannot repeat the experiment.

02

Single population mean

The fact that the sample means follow an approximately distribution is employed to calculate a confidence interval for a population mean with a known standard variance.

03

Evaluate the question.

No, we won't be ready to do an accurate hypothesis test because the knowledge isn't from a random sample.

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Most popular questions from this chapter

A normal distribution has a standard deviation of 1.We want to verify a claim that the mean is greater than12.

A sample of 36is taken with a sample mean of12.5.

H0:μ≤12

Ha:μ>12

Thep-value is0.0013.

Draw a graph that shows thep-value.

Suppose the null hypothesis, H0, is: a patient is not sick. Which type of error has the greater consequence, Type Ior TypeII?

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 null and alternative hypotheses are:

a.Ho:x¯=4.5,Ha:x¯>4.5b.Ho:μ≥4.5,Ha:μ<4.5c.Ho:μ=4.75,Ha:μ>4.75d.Ho:μ=4.5,Ha:μ>4.5

The mean throwing distance of a football for Marco, a high school freshman quarterback, is 40yards, with a standard deviation of two yards. The team coach tells Marco to adjust his grip to get more distance. The coach records the distances for 20throws. For the 20throws, Marco’s mean distance was 45yards. The coach thought the different grip helped Marco throw farther than 40yards. Conduct a hypothesis test using a preset α=0.05. Assume the throw distances for footballs are normal.

First, determine what type of test this is, set up the hypothesis test, find thep-value, sketch the graph, and state your conclusion.

La Leche League International reports that the mean age of weaning a child from breastfeeding is age four to five worldwide. In America, most nursing mothers wean their children much earlier. Suppose a random survey is conducted of21 U.S. mothers who recently weaned their children. The mean weaning age was nine monthsrole="math" localid="1649394170256" (3/4year) with a standard deviation of 4 months. Conduct a hypothesis test to determine if the mean weaning age in the U.S. is less than four years old.

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