Exam 10: Linear Regression
Exam 1: An Introduction to the Research Process9 Questions
Exam 2: Descriptive Statistics10 Questions
Exam 3: The Basis of Statistical Testing12 Questions
Exam 4: Epidemiology10 Questions
Exam 5: Introduction to Data Screening and Cleaning10 Questions
Exam 6: Differences Between Two Groups7 Questions
Exam 7: Differences Between Three or More Conditions10 Questions
Exam 8: Testing Associations Between Categorical Variables10 Questions
Exam 9: Measuring Agreement: Correlational Techniques8 Questions
Exam 10: Linear Regression10 Questions
Exam 11: Standard Multiple Regression10 Questions
Exam 12: Logistic Regression10 Questions
Exam 13: Interventions and Analysis of Change10 Questions
Exam 14: Survival Analysis: an Introduction10 Questions
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Questions relate to the following linear regression.
Variables Entered/Removedb
a.All requested variables entered.
b.Dependent Variable: memory/concentration
Model Summary
a.Predictors: Constant), headaches
ANOVAb
a.Predictors: Constant), headaches
b.Dependent Variable: memory/concentration
Coefficientsa
a.Dependent Variable: memory/concentration
-The regression equation for the above analysis is:




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Correct Answer:
A,B,C,D
What is the point at which the regression line crosses the y axis known as?
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Correct Answer:
A
The measure of mean initial thinking time:
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Correct Answer:
B
For every one standard deviation increase in mean initial thinking time, fatigue:
(Multiple Choice)
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Questions relate to the following linear regression.
Variables Entered/Removedb
a.All requested variables entered.
b.Dependent Variable: memory/concentration
Model Summary
a.Predictors: Constant), headaches
ANOVAb
a.Predictors: Constant), headaches
b.Dependent Variable: memory/concentration
Coefficientsa
a.Dependent Variable: memory/concentration
-The variable 'headaches' is the




(Multiple Choice)
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Look at the following output, which is from a study which focused on people with ME.They were given a set of neuropsychological computerised tests, and after the testing session, they self-rated their general fatigue.The predictor variable was a measure of mean initial thinking time.
Model Summary
a.Predictors: Mean initial thinking time
ANOVAb
a.Predictors: Constant), Mean initial thinking time
b.Dependent Variable: fatigue
Coefficientsa
Coefficientsa
a.Dependent Variable: fatigue
-Which is correct? The regression equation is y=:




(Multiple Choice)
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In a multiple regression analysis for every one-unit increase in x, y changes by a certain constant amount.This refers to:
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Questions relate to the following linear regression.
Variables Entered/Removedb
a.All requested variables entered.
b.Dependent Variable: memory/concentration
Model Summary
a.Predictors: Constant), headaches
ANOVAb
a.Predictors: Constant), headaches
b.Dependent Variable: memory/concentration
Coefficientsa
a.Dependent Variable: memory/concentration
-In the population we are 95% confident that the true regression line lays somewhere between




(Multiple Choice)
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Questions relate to the following linear regression.
Variables Entered/Removedb
a.All requested variables entered.
b.Dependent Variable: memory/concentration
Model Summary
a.Predictors: Constant), headaches
ANOVAb
a.Predictors: Constant), headaches
b.Dependent Variable: memory/concentration
Coefficientsa
a.Dependent Variable: memory/concentration
-The total amount of variance on memory/concentration scores in the sample which can be explained by headaches is:




(Multiple Choice)
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Questions relate to the following linear regression.
Variables Entered/Removedb
a.All requested variables entered.
b.Dependent Variable: memory/concentration
Model Summary
a.Predictors: Constant), headaches
ANOVAb
a.Predictors: Constant), headaches
b.Dependent Variable: memory/concentration
Coefficientsa
a.Dependent Variable: memory/concentration
-How much variance on memory/concentration scores can we expect to be explained by headaches in the population? Which is the correct answer?




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