Exam 11: Power

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In the sign test, if H 0 is false, then P real _________.

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Assume you have N = 15, a = 0.051 tail, and applied the sign test to the data. Assume you have N = 15, a = 0.05<sub>1 tail</sub>, and applied the sign test to the data.

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Power is defined as ______.

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If one conducts an experiment and ends up retaining H 0 , it is probably because the experiment was not powerful enough.

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In an experiment the calculated power to detect an effect is .4600. What is the value for beta?

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In an experiment where we retain H 0 , one cannot be certain if it was because H 0 was true or that the experiment was not powerful enough to detect an effect by the independent variable.

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Beta is the probability of retaining H 0 when H 0 is false.

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In an experiment with N = 6 and P real = 0.15, what is the power using a = 0.012 tail?

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Define P real and P null.

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A power analysis is useful when the results of an experiment fail to reach significance.

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In an experiment with N = 14 and P real = 0.10, what is the power using a = 0.052 tail?

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Increasing N affects the magnitude of the effect of the independent variable.

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Power is the probability of making a correct decision when H 0 is true.

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P null is defined as _________.

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You can only compute power when ________.

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It is impossible for an experiment to have power equal to zero.

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Increasing N , making a more stringent, and increasing the effect of the independent variable, all increase power.

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Define real effect.

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A professor thinks that a certain movie is fun and exciting for students. He selects heart rate (HR) measured before and after the movie as the dependent variable for a study on 12 students. He figures if the students are having fun and are excited, the heart rate will be higher right after the movie. The following data have been obtained. A professor thinks that a certain movie is fun and exciting for students. He selects heart rate (HR) measured before and after the movie as the dependent variable for a study on 12 students. He figures if the students are having fun and are excited, the heart rate will be higher right after the movie. The following data have been obtained.    A professor thinks that a certain movie is fun and exciting for students. He selects heart rate (HR) measured before and after the movie as the dependent variable for a study on 12 students. He figures if the students are having fun and are excited, the heart rate will be higher right after the movie. The following data have been obtained.

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Power is a measure of the sensitivity of an experiment to detect the real effects of the independent variable, if there are any.

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