Exam 18: Analysis and Interpretation: Multiple Variables Simultaneously

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When performing cross tabulations,percentages are always calculated in the direction of the

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Carters,a marketer of children apparel,knows that as girls increase in age,their dress size tends to get larger.This is an example of a causal type of relationship.

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In multiple regression analysis,t tests are used to test for the statistical significance of betas.If a beta is insignificant,it means that its respective independent variable plays no meaningful role in predicting the dependent variable,and the independent variable should be "removed" from the model.

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Which statistical technique should you use when you are attempting to answer the question: "Is there a significant relationship between the customers' disposable income (measured in dollars)and their repeat-buying behavior (measured by the number of rebuys in a twelve-month period)?"

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Multiple regression analysis is useful when there are ____ independent variable(s)and ____ dependent variable(s).

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All other variables held constant,a 95% confidence interval will give us a narrower range than will a 99% confidence interval.

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To determine the degree to which the variables in a cross-tabulation analysis are independent of one another,a researcher should use

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What should be done before trying to interpret individual regression coefficients?

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When a computed z-value (for a test for differences between two percentages),say 4.51,is larger than the standard z-value,say 1.96,then this amounts to

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Which of the following is a technique that measures the association between a criterion variable and one or more independent variables?

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Multiple regression is used to derive an equation that relates a single continuous dependent variable to two or more independent variables.

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A gum manufacturer wants to determine whether blue packaging or red packaging is preferred.The company performs a sales test by introducing red packages into a random sample of ten stores,and blue packages are introduced in an independent,random sample of ten stores.The technique most appropriate for analyzing the data is

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Correlation analysis,along with other mathematical procedures,can be used to establish causality.

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If you have a significant and very strong (e.g.,> 0.90)correlation coefficient,you may assume there is a causal relationship between the two variables.

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The independent samples t-test for means always compares mean scores for the same variable measured in two groups.

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While the chi-square test indicates whether two variables are independent,it doesn't measure the strength of association when they are dependent.

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If a researcher were to take ten Asian countries where per capita income and automobile ownership by per capita were known,trying to find the overall picture of market size for the market could probably be done by using which of the following methods?

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Regression coefficients represent the average change in the outcome variable per unit change in the associated predictor variable,holding all other predictor variables constant.

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A statistic used to measure the strength of relationship between categorical variables is called a regression analysis.

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The error term in the regression model represents all factors that determine the criterion variables that are not part of the model.

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