Correlation analysis measures the association between two or more variables.Answer instructionsTrueFalse
Question
Correlation analysis measures the association between two or more variables.
Answer instructions:
- True
- False
Solution
The statement is True.
Correlation analysis is a statistical method used to assess the strength and direction of a relationship between two or more variables. When we say "association," we refer to how changes in one variable correspond with changes in another variable.
In correlation analysis, we can represent this relationship using the correlation coefficient, which ranges from -1 to 1. A correlation of 1 indicates a perfect positive relationship, -1 indicates a perfect negative relationship, and 0 indicates no relationship.
This type of analysis is fundamental in many fields such as economics, psychology, health sciences, and social sciences. It allows researchers to identify trends, make predictions, and understand the dynamics of different variables in relation to each other.
Overall, correlation analysis is indeed a measure of how two or more variables are associated, confirming that the statement provided is accurate.
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