Exam 11: Power

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Alpha + beta = 1.

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Other factors held constant, a one-tailed test is more powerful than a two-tailed test.

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An experiment with a = 0.05 is more powerful than one where a = 0.01, other factors held constant.

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Assume you have done an experiment and used the sign test to analyze the results. N = 14. Assume you have done an experiment and used the sign test to analyze the results. N = 14.

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Truth demands that scientists set _________.

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In the case of N = 3, P real = 0.90, a = 0.051 tail, using the sign test, the power is _________.

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"Correct Decision" is defined as _________.

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Power and beta are inversely related.

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Why is it important to know the power of an experiment?

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If H 0 is true, then the probability of rejecting H 0 is limited by _________.

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An experiment where P real = 0.10 is less likely to allow rejection of H 0 if H 0 is false than one where P real = 0.80.

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If the null hypothesis is false, the probability of making a correct decision is given by _________.

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Power equals _________

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Power varies from - 1 to +1.

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In a two-tailed test, which of the following would yield the same power as a size of effect represented by P real = 0.90?

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A good experiment is one where both a and b are low.

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If H 0 is true, as the power of the experiment increases, the probability of rejecting H 0 increases.

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With the effect of the independent variable and N held constant, as a gets more stringent _________.

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You are considering testing a new drug that is supposed to facilitate learning in mentally retarded children. Because there is relatively little known about the drug, you plan to use a nondirectional alternative hypothesis. Since your resources are limited, you can test only 15 subjects. The subjects will be run in a repeated measures design and the data will be analyzed with the sign test, using a = 0.052 tail. What is the probability of a Type II error?

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In question 18, what is the probability of making a Type II error?

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