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.