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Correlation coefficients can assume values of -1.00 to +1.00. The closer this value is to either of these limits the _________ the relationship between the two variables.

A) Weaker
B) Stronger
C) Nonexistent
D) Unpredictable

User HTN
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Final answer:

The correct answer to the question is B) Stronger, meaning the closer the correlation coefficient is to -1.00 or +1.00, the stronger the relationship between the two variables.

Step-by-step explanation:

The correlation coefficient, often denoted by r, can range from -1.00 to +1.00 and indicates the strength and direction of a linear relationship between two variables.

For the fill-in-the-blank question, the correct answer is B) Stronger. This means that the closer the value of r is to either -1.00 or +1.00, the stronger the linear relationship is between the two variables. Conversely, a correlation coefficient close to 0 indicates a weaker relationship.

Examples of Correlation Coefficients

A correlation coefficient of -0.90 indicates a strong negative correlation, which means as one variable increases, the other decreases.

A correlation coefficient of +0.50 indicates a moderate positive correlation, wherein both variables tend to increase together but not as perfectly as in a stronger correlation.

A correlation coefficient of 0 signifies no correlation, meaning there is no observable linear relationship between the variables.

It's important to note that correlation does not imply causation, regardless of the strength.

So Option B.

User Sbrbot
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