PRC-2 · Chapter 10 · Question 40 of 60
If variable X and variable Y exhibit a 'perfect positive correlation', what must be the mathematical value of r?
Test yourself: pick an answer
Reveal answer & explanation
Correct answer: C) 1
Explanation
A perfect positive correlation signifies that all data points fall exactly on an upward-sloping straight line. In statistical terms, this is strictly represented by an r value of exactly +1.
More Correlation and Regression MCQs
- Q42What does a correlation coefficient (r) of -0.92 mathematically indicate about the relationship between two variables?
- Q43In a regression analysis testing how rainfall (in mm) affects crop yield (in tons), which variable is considered the 'independent variable'?
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- Q45If a set of data yields a regression equation of Y = 10 + 0X, what is the value of the correlation coefficient (r)?
- Q46Which of the following correctly defines the exact mathematical range within which the Pearson correlation coefficient (r) must always lie?
