Answer the Questions That Follow This SPSS Output

question 28

Essay

Answer the questions that follow this SPSS output:
 
If the three variables in the correlation matrix were all used as independent variables in a single multiple regression analysis, would there be a multicollinearity problem?
A) State yes or no. __________
B) Justify your answer by referring to one or more statistics in the matrix.

• A) State yes or no. __________
• B) Justify your answer by referring to one or more statistics in the matrix.

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Definitions:

Case Study Method

A research approach that involves the detailed examination of an individual or group, providing deep insights into complex issues.

Correlation Coefficient

A statistic that indicates the strength and direction of a relationship between two variables.

Chance Fluctuation

Random variations in data or processes that are not due to any specific cause, often considered in statistical analyses.

File Drawer Problem

The bias introduced into scientific literature when studies with positive results are more likely to be published than studies with negative or non-significant findings.