Exam 14: Regression Analysis

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The regression equation of Y on X

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When using the standard error of estimate for establishing the confidence interval at .95, then a t ratio for an alpha of

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For questions below, use the following: A group of 8 elementary school students was randomly selected . Each pupil was tested on both Math Ability and Spelling Ability. Their scores were: Subject Math Test Spelling Test 1 14 15 2 12 10 3 3 2 4 9 10 5 8 7 6 5 6 7 10 9 8 2 4 -Predict a Y value for a given X value of 7.00.

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For questions below , use the following: A researcher selects a random sample of 8 high school students. Each student is tested on both Need Achievement and Mechanical Aptitude. The scores were: Subject Need Achievement Mechanical Aptitude 1 12 10 2 2 3 3 5 7 4 9 5 5 11 9 6 10 8 7 4 6 8 1 3 -Find the .95 confidence interval for the predicted Y value.

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The discovery of the regression phenomenon is credited to

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Use the following: Assume a significant XY correlation of .60 and a sample size of 62. The mean of X equals 14.00, and the mean of Y equals 2.00. The estimated sd of the sample X equals 3.00 and the estimated sd of Y equals .80. -14-88. Predict a Y value for a known X value of 10.00.

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When high scores on X associate with low scores on Y, the regression line

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The higher the correlation between X and Y, then

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Use the following: Assume a significant XY correlation of .85 and a sample size of 30. The mean of X equals 800.00, and the mean of Y equals 20.00. The estimated sd of X equals 75.00, and the estimated sd of Y equals 3.70. -Find the .99 confidence interval for the predicted Y value.

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The standard error of estimate may never assume a negative value.

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The value for ry1.2 provides information regarding

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For questions below, use the following: A random sample of college students was selected from the population of male, physical-education majors. The mean height was 68". The mean weight was 150 lbs. The mean waist-measure size was 32". The standard deviations were, for height, 3" for weight, 30 lbs for waist-size, 2" Significant Pearson r's were, Height and weight, .70 Height and waist-size, .40 Weight and waist-size, .30 -Predict the height of a student whose weight was 120 lbs., and who had a waist-size of 29".

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Use the following: Assume a significant XY correlation of .85 and a sample size of 30. The mean of X equals 800.00, and the mean of Y equals 20.00. The estimated sd of X equals 75.00, and the estimated sd of Y equals 3.70. -Calculate the standard error of estimate. 247

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If X correlates .95 with Y, then Y correlates .95 with X.

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The most efficient use of the multiple R is when

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According to the regression concept, the children of very tall parents

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When the correlation between X and Y is equal to zero, then the only possible value that the Y pred. may take on is

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When the correlation between X and Y equals zero, the standard error of estimate

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When using the standard error of estimate for establishing a confidence interval of .99, then a t ratio for an alpha of

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The multiple R is used to assess the strength of the combined correlations among three or more variables.

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