QQuestionStatistics
QuestionStatistics
Which of the following correlation coefficients indicates the strongest relationship between variables?
0.1
0.5
0.8
1.0
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Answer
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Step 1:I'll solve this problem step by step, focusing on the correlation coefficient interpretation.
Step 2:: Understanding Correlation Coefficients
- $$-1$$ represents a perfect negative linear relationship
Correlation coefficients range from - 1 to 1, where:
Step 3:: Analyzing the Given Values
- $$1.0$$: Perfect positive correlation
Let's examine each value:
Step 4:: Determining the Strongest Relationship
In this case, $$1.0$$ indicates the absolute strongest relationship, representing a perfect linear correlation where variables change in exact proportion to each other.
Final Answer
1.0 indicates the strongest relationship between variables.
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