A hypothesis test using a Pearson’s correlation coefficient is an example of what?
A nonparametric statistic |
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A descriptive statistic |
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An inferential statistic |
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A power statistic |
1 points
QUESTION 48
What would the scatter plot show for data that produce a Pearson correlation of r = +0.88?
Points clustered close to a line that slopes down to the right |
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Points clustered close to a line that slopes up to the right |
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Points widely scattered around a line that slopes up to the right |
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Points widely scattered around a line that slopes down to the right |
1 points
QUESTION 49
Which of the following Pearson correlations shows the greatest strength or consistency of relationship?
-.33 |
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-.90 |
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+.85 |
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+.74 |
1 points
QUESTION 50
A researcher measures daily driving distance from college and weekly cost of gas for a group of commuting college students. What kind of correlation is likely to be obtained for these two variables?
A correlation near two |
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A positive correlation |
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A correlation near zero |
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A negative correlation |
1 points
QUESTION 51
A set of n = 15 pairs of scores (X and Y values) has SSX = 4, SSY = 25, and SP = 6. What is the Pearson correlation for these data?
.60 |
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.06 |
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.03 |
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.86 |
1 points
QUESTION 52
Suppose we are interested in the relationship between age and job satisfaction, so we measure each for 100 people. Age and job satisfaction are recorded at separate times and are paired up later based on a participant number. What would happen if a researcher loses the participant number, cannot correctly pair participant data, and randomly pairs age and job satisfaction data?
SSx would be wrong |
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SSy would be wrong |
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SSxy (SP) would be wrong |
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All of the above |
1 points
QUESTION 53
As the sample size gets larger, what happens to the size of the correlation that is needed for significance?
It stays constant |
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It gets smaller |
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It also gets larger |
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There is no consistent relationship between sample size and the critical value for a significant correlation |
1 points
QUESTION 54
Under what circumstances is the phi-coefficient used?
When both variables consist of ranks |
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When both X and Y are dichotomous variables |
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When one variable consists of ranks and the other is continuous |
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When one variable is dichotomous and the other is continuous |
1 points
QUESTION 55
For the linear equation Y = 2X + 4, if X increases by 1 point, how much will Y increase?
1 points |
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2 points |
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3 points |
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4 points |
1 points
QUESTION 56
Why is a regression line referred to as the line of best fit? (choose the best answer)
If any other line were fitted to the data, SSx would increase |
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If any other line were fitted to the data, SSxy would increase |
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If any other line were fitted to the data, SSy would increase |
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If any other line were fitted to the data, the sum of squared residuals (the distance between each point and the regression line)would increase |
1 points
QUESTION 57
What is represented by the numerator used to calculate Pearson's correlation coefficient?
variability of x individually |
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variability of y individually |
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Covariance between variable x and variable y |
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unexplained variability |
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