Exam 14: Pearson Correlation and Regression: Inferential Aspects
Exam 1: Introduction and Mathematical Preliminaries146 Questions
Exam 2: Frequency and Probability Distributions150 Questions
Exam 4: Percentiles percentile Ranks standard Scores and the Normal Distribution176 Questions
Exam 5: Pearson Correlation and Regression: Descriptive Aspects152 Questions
Exam 3: Measures of Central Tendency and Variability154 Questions
Exam 7: Estimation and Sampling Distributions151 Questions
Exam 8: Hypothesis Testing: Inferences About a Single Mean160 Questions
Exam 6: Probability149 Questions
Exam 9: Principles of Research Design and Statistical Preliminaries for Analyzing Bivariate Relationships150 Questions
Exam 10: Independent Groups T -Test149 Questions
Exam 13: One-Way Repeated Measures Analysis of Variance140 Questions
Exam 14: Pearson Correlation and Regression: Inferential Aspects143 Questions
Exam 15: Chi-Square Test145 Questions
Exam 16: Nonparametric Statistics135 Questions
Exam 17: Two-Way Between-Subjects Analysis of Variance117 Questions
Exam 18: Overview and Extension: Statistical Tests for More Complex Designs124 Questions
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The slope indicates the number of units Y is predicted to change given a _____ in X.
(Multiple Choice)
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If we found a correlation of +.32,the calculation of the strength of the relationship (h2)would indicate that we observed a _____ relationship between the two variables.
(Multiple Choice)
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When a relationship is found using the Pearson correlation technique on sample data,this does not mean there is a non-zero correlation in the population,because of _____.
(Multiple Choice)
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The strength of the relationship between two variables in a correlational analysis can be represented by:
(Multiple Choice)
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The mean of a sampling distribution of r is approximately equal to r.
(True/False)
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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.
(True/False)
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The measure of the strength of the relationship found using the Pearson correlation is _______.
(Multiple Choice)
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Suppose research conducted at a secretarial school found that reading speed correlated highly with typing speed after training,and that the regression equation based on the data from this school took the form of Y=25+.25X.A new applicant has a reading speed of 400 words per minute.With training in typing,she will probably learn to type at the rate of _____ words per minute.
(Multiple Choice)
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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.
(Short Answer)
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In the equation for the linear model,å is called an error score that reflects all factors that
are uncorrelated with X that influence Y.
(True/False)
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The use of the slope as an index of effect size only makes sense when the correlation between Y and X is:
(Multiple Choice)
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If X helps to predict Y,then the estimated _____ will be smaller than the estimated _____ of Y.
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In regression the variable being predicted is formally known as the ____________________.
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Another index of the strength of the effect that one variable has on another is the:
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The estimated standard error of the estimate is an index of how much error will occur in the population when:
(Multiple Choice)
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Suppose you were interested in conducting a study examining how ratings of similarity between oneself and another person were related to how attracted one is to the other person.You conduct this study by giving participants a description of a person named "Sarah." Participants are asked to read the description and then rate on a scale from 1 to 10 how similar Sarah is to themselves.You also ask each participant to rate on a scale from 1 to 20 how likeable they think Sarah is.
X = rating of similarity to oneself
Y = rating of likability of the target ("Sarah")
62 people participate in your study,and you obtain the following data:
SCP = 66
SSX = 40
SSY = 136
Calculate the Pearson correlation coefficient (r)for the above data.
(Short Answer)
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The value of r2 represents the proportion of variability _____.
(Multiple Choice)
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A regression equation can be used to identify the value of Y that is predicted to be paired
with an individual's score on X.
(True/False)
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