Exam 5: Demand Estimation

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Which of the following is NOT an advantage of the virtual shopping against the simulated physical store in marketing research?

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Observational research involves questioning a sample of consumers about their responses to actual and potential market conditions.

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Your coworker has computed the explained and the total variation in Y and asked you to compute the coefficient of determination Expl.var.in Y=t=1n(Y^tYˉ)2=550Y = \sum _ { t = 1 } ^ { n } \left( \hat { Y } _ { t } - \bar { Y } \right) ^ { 2 } = 550 Total. var.in Y=t=1n(YtYˉ)2=895Y = \sum _ { t = 1 } ^ { n } \left( Y _ { t } - \bar { Y } \right) ^ { 2 } = 895

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Estimate of b was found to be b^=1.5\hat { b } = 1.5 with the standard error sb^=0.5.s _ { \hat { b } } = 0.5 . . Assuming the sample was very large, is the estimate significantly different from zero at 5% significance level

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The F statistic calculated from a multiple regression analysis is equal to 1.96. If the critical values of the F distribution are 2.42 and 3.47 at the 5 percent and 1 percent levels of significance, respectively, then

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If the t ratio for the slope of a simple coefficient of a simple linear regression equation is -2.48 and the critical values of the t distribution at the 1 percent and 5 percent levels, respectively, are 3.499 and 2.365, then the slope is

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Autocorrelation refers to a situation in which

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Your coworker has run a simple univariate regression and computed the unexplained and the total variation in Y and asked you to compute the coefficient of correlation Unexpl.var.in Y=t=1n(Y^tYˉ)2=380Y = \sum _ { t = 1 } ^ { n } \left( \hat { Y } _ { t } - \bar { Y } \right) ^ { 2 } = 380 Total. var.in Y=t=1n(YtYˉ)2=990Y = \sum _ { t = 1 } ^ { n } \left( Y _ { t } - \bar { Y } \right) ^ { 2 } = 990

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Autocorrelation refers to a situation that is often encountered in time-series data.

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Multicollinearity refers to a situation in which

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Assume that the following is the result of a demand estimation: , lnQ=ln20+5lnP+2lnI\ln Q = \ln 20 + 5 \ln P + 2 \ln I Where I represents consumer income, P is the price, and Q is quantity demanded. What is the price elasticity of demand?

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The application of multiple regression analysis to a data set yields an F statistic that is highly significant and t ratios that are not significant. This is an indication that

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Which of the following is a marketing research approach to demand estimation?

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If the supply curve for a commodity shifts while the demand curve does not shift, then the demand identification problem will not be encountered.

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Calculate the equation of the linear function that is plotted on the graph. Calculate the equation of the linear function that is plotted on the graph.

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If the F test statistic for a regression is greater than the critical value from the F distribution, it implies that

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If a linear function that is plotted on a graph passes through the origin of a graph, then b = 0.

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The adjusted coefficient of determination is generally larger than the unadjusted coefficient of determination.

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The estimation of consumer demand by setting up simulated stores, providing a sample of consumers with money, and then allowing them to purchase and keep the commodities they select in the stores is called the

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