Exam 17: Understanding Regression Analysis
Exam 1: Introduction to Statistics80 Questions
Exam 2: Summarizing Data: Frequency Distributions in80 Questions
Exam 3: Summarizing Data: Central Tendency80 Questions
Exam 4: Summarizing Data: Variability80 Questions
Exam 5: Probability, Normal Distributions, and Z Scores80 Questions
Exam 6: Characteristics of the Sample Mean79 Questions
Exam 7: Hypothesis Testing: Significance, Effect Size, and Power79 Questions
Exam 8: Testing Means: One-Sample T Test With Confidence Intervals80 Questions
Exam 9: Testing Means: Two- Independent-Sample T Test With Confidence Intervals76 Questions
Exam 10: Testing Means: Related-Samples T Test With Confidence Intervals79 Questions
Exam 11: One-Way Analysis of Variance: Between- Subjects and Within- Subjects Repeated- Measures Designs60 Questions
Exam 12: Two-Way Analysis of Variance: Between-Subjects Factorial Design80 Questions
Exam 13: Correlation and Linear Regression80 Questions
Exam 14: Chi-Square Tests: Goodness of Fit and the Test for Independence78 Questions
Exam 15: Nonparametric Tests for Ordinal Data: Understanding and Interpretation59 Questions
Exam 16: Chi-Square Tests: Goodness-of-Fit and Independence80 Questions
Exam 17: Understanding Regression Analysis80 Questions
Exam 18: Understanding Correlation Coefficients in Statistical Analysis80 Questions
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The null hypothesis for a test of the relative contribution of two predictor variables is that adding one factor improves the prediction of variance in Y beyond that already predicted by the second factor.
(True/False)
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We can evaluate the relative contribution of each predictor variable by evaluating the significance of the added contribution of each factor.
(True/False)
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A researcher measures the extent to which time spent watching educational preschool television programming predicts success in school.Which factor is the criterion variable in this example?
(Multiple Choice)
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If b = -0.57,
= 2.75,and
= 5.25 for a set of data points,then what is the value of the y-intercept for the best-fitting linear equation?


(Multiple Choice)
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What is the computation for the standard error of estimate?
(Multiple Choice)
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A researcher reports the following regression equation for two variables,X and Y:
.If X = 2.30,then what is the value of
?


(Multiple Choice)
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A researcher computes an analysis of regression in which
= 0.82.What is the value of
in this example?


(Multiple Choice)
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A researcher computes an analysis of regression with 1 and 18 degrees of freedom.If F = 4.05,then the decision will be that X is a significant predictor of variation in Y.
(True/False)
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Which of the following is used to determine the linear equation that ìbest fitsî a set of data points?
(Multiple Choice)
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For linear regression with one predictor variable, will equal r.
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To summarize the results of multiple regression,we typically add the standardized coefficient for each factor that significantly contributes to a prediction.
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A researcher measures the extent to which years of marriage predict perceptions of forgiveness.Which factor is the criterion variable in this example?
(Multiple Choice)
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Using an analysis of regression,the variability in Y that is predicted by X is measured by the
(Multiple Choice)
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A researcher reports the following equation for a best-fitting straight line to a set of data points:
.Which value is the slope?

(Multiple Choice)
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If the coefficient of determination is 0.09 and the sum of squares regression is 88,then the total variation in Y must be
= 108.

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If the coefficient of determination is 0.30 and the sum of squares regression for an analysis of regression is 210,then what is the value of
?

(Multiple Choice)
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The degrees of freedom associated with residual variation are equal to
(Multiple Choice)
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The slope (b)is a measure of the change in Y relative to the change in X.
(True/False)
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If F = 2.04 for the relative contribution of one factor,then what is this value when converted to a t statistic?
(Multiple Choice)
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