In a study of palatability of antibiotics for children, Doreen Matsui and her colleagues used a voluntary sample of healthy children to assess their reactions to the taste of four antibiotics. The children’s responses were measured on a 10-centimeter visual analog scale that incorporated the use of faces, from sad (low score) to happy (high score). The minimum and maximum scores were, respectively, 0 and 10. The data in the following table (simulated from the results given in Matsui’s report) were obtained when each of five children were asked to rate the taste of all four antibiotics.                                    Antibiotic Child             I            II          III             IV   1                   4.8        2.2         6.8            6.2 2                   8.1        9.2         6.6            9.6 3                   5.0        2.6         3.6            6.5 4                   7.9        9.4         5.3            8.5 5                   3.9        7.4         2.1            2.0    Is there sufficient evidence to conclude that there are differences in the perceived taste of the different antibiotics? What would you conclude at the α = .01 level of significance?

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
Problem 31EQ
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In a study of palatability of antibiotics for children, Doreen Matsui and her colleagues used a voluntary sample of healthy children to assess their reactions to the taste of four antibiotics. The children’s responses were measured on a 10-centimeter visual analog scale that incorporated the use of faces, from sad (low score) to happy (high score). The minimum and maximum scores were, respectively, 0 and 10. The data in the following table (simulated from the results given in Matsui’s report) were obtained when each of five children were asked to rate the taste of all four antibiotics.


                                   Antibiotic
Child             I            II          III             IV  
1                   4.8        2.2         6.8            6.2
2                   8.1        9.2         6.6            9.6
3                   5.0        2.6         3.6            6.5
4                   7.9        9.4         5.3            8.5
5                   3.9        7.4         2.1            2.0

 


 Is there sufficient evidence to conclude that there are differences in the perceived taste of the different antibiotics? What would you conclude at the α = .01 level of significance?

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