Exam 13: Pearson Correlation and Regression: Inferential Aspects

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In a regression equation,the variable from which predictions are being made (or_______)is known as a(n)______ variable.

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Another useful index of the strength of the effect of one variable on another is the intercept.

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Imagine you are interested in researching the relationship between job experience and income among early-career working professionals.You take a random sample of 32 professionals from the nearest city,and you ask them to report their annual income and submit a resumé outlining their professional experience.You later calculate their years of experience from their resumés.You compute the following information: Imagine you are interested in researching the relationship between job experience and income among early-career working professionals.You take a random sample of 32 professionals from the nearest city,and you ask them to report their annual income and submit a resumé outlining their professional experience.You later calculate their years of experience from their resumés.You compute the following information:   What is the observed t-value for testing the null hypothesis? What is the observed t-value for testing the null hypothesis?

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The traditional null hypothesis for the inferential test of a correlation coefficient states that the correlation in the population (r)_____.

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The assumption of bivariate normality refers to

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When using Pearson correlation for inference to a population,the degrees of freedom are ____.

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The equation for the general linear model contains Greek letters to indicate that the slope,intercept,and error terms refer to population values.

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r2 represent the proportion of variability that is shared by the two variables.

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When the population correlation coefficient is greater than 0,the sampling distribution is ______.

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The estimated standard error of estimate estimates the average error that will be made across individuals when predicting scores on X from the regression equation.

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What does the estimated standard error of the estimate represent?

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In the linear model Y = á + âX + å,what does the å term represent?

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Pearson correlation is typically used to analyze the relationship between two variables when the observations on each variable are within-subjects in nature.

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A social psychologist is interested in whether education level is related the number of desired children.She obtains an r value of -.24 with 62 subjects.If the sum of squares for Y is 634,what is the estimated standard error of estimate?

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Pearson correlation is used to analyze the relationship between two variables when both variables are qualitative and measured on at least an ordinal level.

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An advantage of the regression equation is that it can be used to predict ____________________ for people who were not in the original sample.

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If X helps to predict Y,then the estimated standard error of estimate will be _____ than the estimated standard deviation of _____.

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If a relationship is observed between two variables in a set of sample data,this _____ that a relationship exists in the corresponding population.

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In practice,the most common use of correlation procedures involves making inferences about correlation coefficients in populations based on sample data.

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Which of the following values represents the strongest correlation between variables?

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