One way Anova exmple(1)

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CUNY Hunter College *

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248

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Statistics

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Jan 9, 2024

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9. The following values are from an independent-mea- 10. 11 . 12. sures study comparing three treatment conditions. Treatment [ Il 1} n=10 n=10 n =10 =063 §§=66 SS=287 a. Compute the variance for each sample. b. Compute MS_ ., which would be the denomina- tor of the F-ratio for an ANOVA. Because the samples are all the same size, you should find that MS., ... 18 €qual to the average of the three sample variances. A researcher conducts an experiment comparing four treatment conditions with a separate sample of n = 6 in each treatment. An ANOVA is used to evaluate the data, and the results of the ANOVA are presented in the following table. Complete all missing values in the table. Hint: Begin with the values in the df column. Source Ss df MS Between treatments F = Within treatments 2 Total 58 The following summary table presents the results from an ANOVA comparing four treatment conditions with n = 10 participants in each condition. Complete all missing values. (Hint: Start with the df column.) Source SS df MS Between treatments 10 F=__ Within treatments Total 174 A developmental psychologist is examining the devel- opment of language skills from age 2 to age 4. Three different groups of children are obtained, one for each age, with n = 18 children in each group. Each child is given a language-skills assessment test. The resulting data were analyzed with an ANOVA to test for mean differences between age groups. The results of the ANOVA are presented in the following table. Fill in all missing values. Source SS df MS Between treatments 48 F= Within treatments Total 252 PROBLEMS 13. The following data were obtained from an indepen- 14. 15. 16. 17. dent-measures research study comparing three treat- ment conditions. Use an ANOVA with a = .05 to determine whether there are any significant mean differences among the treatments. Treatment NN = O W= - WO WL W N I S I R L SRRV S N The following data were obtained from an indepen- dent-measures research study comparing three treat- ment conditions. Use an ANOVA with « = .05 to determine whether there are any significant mean differences among the treatments. Treatment | 1l I} n=38 n==6 n=4 N=18 T=16 T=24 =32 G=172 S§=40 SS=24 SS=16 32X* =464 A research study comparing three treatment conditions produces T = 20 with n = 4 for the first treatment, T = 10 with n = 5 for the second treatment, and T = 30 with n = 6 for the third treatment. Calculate SS for these data. between treatments Several factors influence the size of the F-ratio. For each of the following, indicate whether it would influ- ence the numerator or the denominator of the F-ratio, and indicate whether the size of the F-ratio would increase or decrease. a. Increase the differences between the sample means. b. Increase the sample variances. A researcher used ANOVA and computed an F-ratio for the following data. Treatments | 1l 1 n=10 n =10 n=10 M =20 M =28 M =35 S§§ =105 S§=191 SS =180 409
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