Exam 13: Analysis of Variance

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The between-treatments variability is the estimate of σ2 which is based on the variability due to chance.

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When using Fisher's least difference (LSD)method at some stated significance level α,the probability of committing a Type I error increases as the number of pairwise comparisons increases.

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Tukey's 100(1 - α)% confidence interval for the difference between two population means μi - μj for balanced data is given by ____________________.

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One-way ANOVA analyzes the effect of one factor on the population mean.It is based on a _______.

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A regional sales manager of a bank wants to know if the number of ATM transactions per day is different for four cities of equal size in the executive's region.The executive collects relevant data and obtains the following incomplete One-Way ANOVA table. A regional sales manager of a bank wants to know if the number of ATM transactions per day is different for four cities of equal size in the executive's region.The executive collects relevant data and obtains the following incomplete One-Way ANOVA table.   a.Complete the ANOVA table. b.Set up the competing hypothesis to test whether there are differences in the mean number of ATM transactions per day between the different cities. c.At the 5% significance level,what is the conclusion to the test? a.Complete the ANOVA table. b.Set up the competing hypothesis to test whether there are differences in the mean number of ATM transactions per day between the different cities. c.At the 5% significance level,what is the conclusion to the test?

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Tukey's HSD method uses _____ instead of _____ when compared to Fisher's LSD method for pairwise comparisons.

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Consider the partially completed two-way ANOVA (with interaction)summary table. Consider the partially completed two-way ANOVA (with interaction)summary table.   The mean square error (MSE)is _____. The mean square error (MSE)is _____.

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Which of the following is the correct formula for the sum of squares SSA for factor A ?

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ANOVA is a statistical technique used to determine if differences exist between the means of two populations.

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Psychology students want to determine if there are differences between the ability of business majors and science majors to solve various types of analytic problems.They conduct an experiment and record the amount of time it takes to complete each analytic problem.The following two-way ANOVA table summarizes their findings. Psychology students want to determine if there are differences between the ability of business majors and science majors to solve various types of analytic problems.They conduct an experiment and record the amount of time it takes to complete each analytic problem.The following two-way ANOVA table summarizes their findings.   At the 5% significance level,the conclusion for the hypothesis test about the interaction term is ______. At the 5% significance level,the conclusion for the hypothesis test about the interaction term is ______.

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Consider the partially completed two-way ANOVA (with interaction)summary table. Consider the partially completed two-way ANOVA (with interaction)summary table.   The interaction test statistic is ____. The interaction test statistic is ____.

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In a two-way ANOVA test,how many null hypotheses are tested?

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AutoTrader.com would like to test if a difference exists in the age of three different types of vehicles currently on the road: trucks,cars,and vans.The following data represent the age of a random sample of trucks,cars,and vans. AutoTrader.com would like to test if a difference exists in the age of three different types of vehicles currently on the road: trucks,cars,and vans.The following data represent the age of a random sample of trucks,cars,and vans.   The grand mean for these observations is ________. The grand mean for these observations is ________.

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A fund manager suspects there is an interaction between fund market cap (either small,mid,or large)and the fund objective (either growth or value)on the average annual fund performance.The fund manager obtains data and produces the following incomplete two-way ANOVA table. A fund manager suspects there is an interaction between fund market cap (either small,mid,or large)and the fund objective (either growth or value)on the average annual fund performance.The fund manager obtains data and produces the following incomplete two-way ANOVA table.   a.Complete the ANOVA table. b.At the 5% significance level,can you conclude there is interaction between market cap and objective? c.Are you able to conduct tests on the main effects? If yes,conduct these tests at the 5% significance level. a.Complete the ANOVA table. b.At the 5% significance level,can you conclude there is interaction between market cap and objective? c.Are you able to conduct tests on the main effects? If yes,conduct these tests at the 5% significance level.

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Consider the partially completed two-way ANOVA (without interaction)summary table. Consider the partially completed two-way ANOVA (without interaction)summary table.   Which of the following is the value of the test statistic for factor B? Which of the following is the value of the test statistic for factor B?

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Which of the following is the assumption that is not applicable for a one-way ANOVA test?

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In general,blocks are the levels at which we hold an integral factor fixed,so that we can measure its contribution to the variation within the samples.

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Consider the partially completed two-way ANOVA (with interaction)summary table. Consider the partially completed two-way ANOVA (with interaction)summary table.   The mean square for interaction MSAB is _____. The mean square for interaction MSAB is _____.

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If the interaction between two factors is not significant,the next tests to be done are ___________________.

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A farmer plants tomato seeds into four different plots.In each plot,there is a different fertilizer treatment that is applied to the soil.After conducting the hypothesis test for the mean heights,he obtains Tukey's confidence intervals which are below. A farmer plants tomato seeds into four different plots.In each plot,there is a different fertilizer treatment that is applied to the soil.After conducting the hypothesis test for the mean heights,he obtains Tukey's confidence intervals which are below.   Use Tukey's confidence intervals to determine which plots/fertilizers have different mean heights. Use Tukey's confidence intervals to determine which plots/fertilizers have different mean heights.

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