Exam 12: Introduction to Analysis of Variance

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Posttests such as Scheffé are not necessary for an analysis of variance comparing only two treatment conditions.

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For an analysis of variance comparing four treatment means with a separate sample of n = 8 participants in each treatment,the F-ratio will have df = 3,31.

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If an analysis of variance produces a value of F = 0,then all the samples have the same mean.

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An independent-measures research study compares three treatment conditions using a sample of n = 10 in each treatment.For this study,the three sample means are M1 = 1,M2 = 2,and M3 = 3.For the ANOVA,what value would be obtained for SSbetween S S _ { \text {between } } ?

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The following table shows the results of an analysis of variance comparing two treatment conditions with a sample of n = 11 participants in each treatment.Note that several values are missing in the table.What is the missing value for the F-ratio? Source SS df MS Between 14 F= Within Total 154

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An ANOVA is used to evaluate the mean differences among three treatment conditions with a sample of n = 12 participants in each treatment.For this study,what is df within treatment?

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F-ratios are always greater than or equal to zero.

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A researcher uses an independent-measures t test to evaluate the mean difference between two treatments and obtains t(12)= 4.00.If the researcher had used an ANOVA to evaluate the data,what F-ratio would be obtained?

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For an analysis of variance comparing three treatment means,H₀ states that all three population means are the same and H₁ states that all three population means are different.

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If an analysis of variance produces a value of F = 1.00,then all the samples have the same mean.

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The following table shows the results of an analysis of variance comparing four treatment conditions with a sample of n = 5 participants in each treatment.Note that several values are missing in the table.What is the missing value for MSwithin? Source SS df MS Between 30 F= Within Total 62

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In an analysis of variance,which of the following is determined by the size of the sample mean differences?

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For an ANOVA,if SSbetween S S _ { \text {between } } = 40 and  SSwithin \text { SSwithin } = 60,then  For an ANOVA,if  S S _ { \text {between } }  = 40 and  \text { SSwithin }  = 60,then  ² = 40/100. ² = 40/100.

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A researcher conducts an ANOVA to evaluate the mean difference between two treatments using the data from an independent-measures study and obtains F = 4.00.If the researcher had used an independent-measures t test,then t would be t = 2.00.

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An ANOVA is used to determine whether any significant difference exists between treatment means,and posttests are used to determine exactly which treatment means are significantly different.

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An F-ratio near 1.00 is an indication that the null hypothesis is likely to be true.

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Describe the circumstances in which post hoc tests are used,and explain why these tests are necessary.

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A research study comparing three treatments with n = 5 in each treatment produces T1 = 5,T2 = 10,T3 = 15,with SS1 = 6,SS2 = 9,SS3 = 9,and  A research study comparing three treatments with n = 5 in each treatment produces T<sub>1</sub> = 5,T<sub>2</sub> = 10,T<sub>3</sub> = 15,with SS<sub>1</sub> = 6,SS<sub>2</sub> = 9,SS<sub>3</sub> = 9,and  X² = 94.For this study,what is  S S _ { \text {between } }  ? X² = 94.For this study,what is SSbetween S S _ { \text {between } } ?

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For an ANOVA comparing three treatment conditions,what is stated by the alternative hypothesis (H₁)?

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The distribution of F-ratios is negatively skewed.

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