Exam 15: Introduction to the Analysis of Variance

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If an experiment using ANOVA results in a significant F value, it necessarily follows that the IV has had an important effect. Is this true? Explain.

(Short Answer)
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With one-way, independent groups ANOVA, increasing sample variance decreases power.

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An investigator conducts an experiment involving the effects of three levels of a drug on memory. Subjects are randomly assigned to one of three conditions. A different drug level is administered in each condition. Memory is measured 10 minutes after each subject receives the drug. The following scores are recorded. The higher the score, the better the memory. An investigator conducts an experiment involving the effects of three levels of a drug on memory. Subjects are randomly assigned to one of three conditions. A different drug level is administered in each condition. Memory is measured 10 minutes after each subject receives the drug. The following scores are recorded. The higher the score, the better the memory.   MS<sub>between</sub> = _________. MSbetween = _________.

(Multiple Choice)
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If SStotal = 96, SSwithin = 47, and SS between = 68, what would you conclude?

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If n = 8 and MSwithin = 18.2, what is the value of the denominator for a planned comparison?

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In the analysis of variance, the larger F obt is (df constant), the lower the probability that the results of the experiment are due to chance.

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Define the analysis of variance.

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A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient. A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient.   Doing planned comparisons, using a = 0.05, what is your conclusion? Doing planned comparisons, using a = 0.05, what is your conclusion?

(Multiple Choice)
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In general the number of planned comparisons should _________.

(Multiple Choice)
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The one-way ANOVA partitions the total variability into _________.

(Multiple Choice)
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A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient. A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient.   The value of MS <sub> between ( groups i and j) </sub>= _________. The value of MS between ( groups i and j) = _________.

(Multiple Choice)
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The F distribution is a normal curve.

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If df between = 2 and df within = 14, using a = 0.05, F crit = _________.

(Multiple Choice)
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If df between = 3 and df total = 29 and F obt = 3.15, what would you conclude using a = 0.05?

(Multiple Choice)
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What is your conclusion? Again use a = 0.05. What is your conclusion? Again use a = 0.05.

(Multiple Choice)
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Why is ΣS within insensitive to the effects of the independent variable?

(Short Answer)
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A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient. A clinical psychologist is interested in comparing the effectiveness of short term relaxation and cognitive-behavioral therapy in treating mild depression. An experiment is conducted in which 15 patients with mild depression are randomly selected and assigned 5 each to a relaxation therapy group, a cognitive/behavioral therapy group, and an attention placebo group. Therapy is administered until the patient is judged no longer depressed or until 10 treatment sessions have elapsed. The following data is obtained. Scores are the number of sessions for each patient.   SS <sub> between </sub> = _________. SS between = _________.

(Multiple Choice)
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The Scheffé test controls for doing multiple comparisons by using a lower alpha level than was used in the ANOVA.

(True/False)
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Define total variability ( ΣStotal ).

(Short Answer)
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Define within-groups sum of squares ( ΣSwithin ).

(Short Answer)
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