Exam 5: Pearson Correlation and Regression: Descriptive Aspects

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For a perfect positive linear relationship,the z scores for the X and Y variables will tend to have _____.

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A scatterplot primarily is intended to show

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When standard scores are used to calculate the regression equation,the intercept will always equal _____ and the slope will always equal _____.

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There seems to be a negative correlation between the number of errors made on an exam and the level of satisfaction with performance.What does this mean?

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Refer to the following data set. Individual X Y 1 2 4 SCP = 80 2 4 8 SSY = 160 3 6 1 SSX = 40 4 8 16 5 10 20 The correlation coefficient for the above is ______.

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Which of the following linear relationships describes a situation in which the value of one variable decreases as the value of the second variable also decreases?

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When the correlation between two variables is nonzero,the value of the sum of z score products is influenced not only by the size of the correlation,but also by the sample size (N).

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The ____________________ minimizes the sum of the squared discrepancies between the predicted and observed Y scores.

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In least squares analysis,the slope and intercept are defined so as to minimize the _____ that the data points,considered collectively,are from the regression line.

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When one finds that there is a strong correlation between X and Y it is possible that.......

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What are the consequences of using the correlation coefficient to assess a curvilinear relationship between two variables?

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In statistical computer output,when every variable of interest is correlated with every other variable,the output contains a correlation ____________________.

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The criterion for deriving the values of the slope and intercept is formally known as the least squares criterion.

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The sign of the correlation coefficient indicates the magnitude of the linear approximation.

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The _____ represents an average error across individuals in predicting scores on Y from the regression equation.

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The fact that there is a positive relationship between the murder rate and ice cream consumption can be explained by the fact that both of these increase during hot weather.This is an example of a _____.

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The Pearson correlation coefficient can range from _____.

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What are the statistical and conceptual implications of designating one variable as the X variable and one variable as the Y variable?

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The __________ indicates the number of units variable Y changes as variable X changes by 1 unit.

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A ____________________ is a graph that represents values for X and Y for each person in the data set.

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