Exam 5: Introduction to Hypothesis Testing

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There is a special complication when using a two-tailed test. The researcher must:

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Type II errors concern scientists because:

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Suppose the cutoff Z score on the comparison distribution is ±2.31. You could reject the null hypothesis if the sample value's Z score on this distribution was:

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The cutoff Z scores associated with a one-tailed test at the .05 significance level are _________.

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What is a decision error? If you set a lenient significance level , what is the effect on the probability of at Type I and Type II error?

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When it comes to setting significance levels, protecting against one kind of decision error decreases the chance of making the other. (True or False)

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For the following question(s): A researcher wants to know whether people who listen regularly to radio talk shows are more or less likely to vote in national elections than are people in general. -The ________ is that there is no difference in voting between those who do and do not listen regularly to radio talk shows.

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When the null hypothesis is rejected, the results of a study are said to be ________.

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What is the argument for using a one-tailed test when there is a clear basis for predicting a result in a given direction?

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Do children raised in a communal environment differ from children in general in their ability to recognize emotional expression? A standard test of emotional expression shows a series of pictures of various facial expressions. In this series, the average child in the population in general can identify 14 with a standard deviation of 3. The researcher administers the picture test to a randomly selected child raised in a communal environment. The child was able to identify 16 expressions correctly. Based on this result, what should you conclude about whether being raised in a communal environment makes any difference in children's ability to recognize emotional expression? (Use the .01 level.) a. Use the five steps of hypothesis testing. b. Sketch the distributions involved. c. Explain the logic of what you did (be sure your explanation includes the overall logic of hypothesis testing, including each of the five steps).

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A researcher tests whether a new teaching method is more effective than the old one. What is the RESEARCH hypothesis?

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A popular music magazine has speculated that the average length of a song on one of today's popular CDs is 3.75 minutes with a standard deviation of .75 minutes. A randomly selected song of a particular new type of music is 5 minutes. Based on this one case, what can you conclude about whether this new type of music is longer than popular songs in general? (Use the .05 level.) a. Use the five steps of hypothesis testing. b. Sketch the distributions involved. c. Explain the logic of what you did (be sure your explanation includes the overall logic of hypothesis testing, including each of the five steps). d. Would the conclusion be different if you utilized the .01 level of significance?

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For the following question(s): A study tests the prediction that people who spend a great deal of time on the beach have more eye problems than people in general. -The null hypothesis is _________.

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Place the five steps of the hypothesis-testing process in the correct order: 1. Determine the characteristics of the comparison distribution. 2) Decide whether to reject the null hypothesis. 3) Restate the question as a research hypothesis and a null hypothesis about the populations. 4) Determine your sample's score on the comparison distribution. 5) Determine the cutoff sample score on the comparison distribution at which the null hypothesis should be rejected.

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For the following question(s): A researcher is interested in a new kind of exercise. This new exercise can be done by anyone because it does not require any equipment, and therefore could be potentially beneficial without cost to the person. The researcher is interested in whether this new exercise will reduce the rate of heart attacks in the people who participate in doing it. -What is the null hypothesis?

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A theory usually gives rise to various specific _____________ that can be tested in research studies.

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The significance level is the same as the chance of making a(n)________.

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If the value of the sample is more extreme than the _________ on the comparison distribution, then the null hypothesis will be rejected.

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Failing to reject the null hypothesis when the research hypothesis is true is referred to as:

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