Exam 12: Experimental Design and Analysis of Variance

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What is the degrees of freedom treatment (between-group variation) of a completely randomized design (one-way) ANOVA test with 4 groups and 15 observations per each group?

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Consider the following partial analysis of variance table from a randomized block design with 10 blocks and 6 treatments. Consider the following partial analysis of variance table from a randomized block design with 10 blocks and 6 treatments.    What is the block mean square? What is the block mean square?

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  Consider the randomized block design with 4 blocks and 3 treatments given above. What is the error sum of squares? Consider the randomized block design with 4 blocks and 3 treatments given above. What is the error sum of squares?

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A company that fills one-gallon containers of water has four machines. The quality control manager needs to determine whether the average fill for these machines is the same. For a sample of 19 one-gallon containers, we have the following data of fill measures (x) in quarts. Machine 1 Machine 2 Machine 3 Machine 4 N 4 6 5 4 (3 - 2) ± 4.53 A company that fills one-gallon containers of water has four machines. The quality control manager needs to determine whether the average fill for these machines is the same. For a sample of 19 one-gallon containers, we have the following data of fill measures (x) in quarts. Machine 1 Machine 2 Machine 3 Machine 4 N 4 6 5 4 (3 - 2) ± 4.53   = (-2.377, 4.377) 4.03 4.0017 3.974 4.005 S 0.0183 0.0117 0.0182 0.0129 And the following partial ANOVA table.    Complete the ANOVA table and calculate F. = (-2.377, 4.377) 4.03 4.0017 3.974 4.005 S 0.0183 0.0117 0.0182 0.0129 And the following partial ANOVA table. A company that fills one-gallon containers of water has four machines. The quality control manager needs to determine whether the average fill for these machines is the same. For a sample of 19 one-gallon containers, we have the following data of fill measures (x) in quarts. Machine 1 Machine 2 Machine 3 Machine 4 N 4 6 5 4 (3 - 2) ± 4.53   = (-2.377, 4.377) 4.03 4.0017 3.974 4.005 S 0.0183 0.0117 0.0182 0.0129 And the following partial ANOVA table.    Complete the ANOVA table and calculate F. Complete the ANOVA table and calculate F.

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When computing a confidence interval for the difference between two means, the width of the (1 − α) confidence interval based on the Tukey procedure will be ________ the width of the (1 − α) individual confidence interval based on the t statistic.

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We have just performed a one-way ANOVA on a given set of data and did not reject the null hypothesis for the ANOVA F test. Assume that we are able to perform a randomized block design ANOVA on the same data. For the randomized block design ANOVA, the null hypothesis for equal treatments will ________ be rejected.

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Consider the following partial analysis of variance table from a randomized block design with 10 blocks and 6 treatments. Consider the following partial analysis of variance table from a randomized block design with 10 blocks and 6 treatments.    Test H<sub>0</sub>: there is no difference between blocks at α = .05. Test H0: there is no difference between blocks at α = .05.

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Consider a two-way analysis of variance experiment with treatment factors A and B, with factor A having four levels and factor B having three levels. The results are summarized below. Consider a two-way analysis of variance experiment with treatment factors A and B, with factor A having four levels and factor B having three levels. The results are summarized below.    Calculate the degrees of freedom for the interaction between factors A and B. Calculate the degrees of freedom for the interaction between factors A and B.

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Looking at four different diets, a researcher randomly assigned 20 equally overweight individuals into each of the four diets. What are the degrees of freedom for the error?

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Consider the one-way ANOVA table. Consider the one-way ANOVA table.    How many groups (treatment levels) are included in the study? How many groups (treatment levels) are included in the study?

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In a ________ experimental design, independent random samples of experimental units are assigned to the treatments.

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Consider a two-way analysis of variance experiment with treatment factors A and B. The results are summarized below. Consider a two-way analysis of variance experiment with treatment factors A and B. The results are summarized below.    Compute the mean square and F and test the null hypothesis that no interaction exists between factors A and B at α = .05. Compute the mean square and F and test the null hypothesis that no interaction exists between factors A and B at α = .05.

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