alleryStart learning →A perfect Spearman correlation results when X and Y are related by what?
AAny monotonic function
BA linear function only
CA quadratic function
DA constant function
Answer & Solution
Correct answer: A. Any monotonic function
Any consistently increasing or decreasing function preserves ranks exactly, giving a Spearman value of 1 in magnitude.
Keep practising Correlation and Regression
Browse all Correlation and Regression questions for CA Foundation, or explore more Quantitative Aptitude topics.
Related questions
Unlike covariance, the correlation coefficient has what property?Which statement about r is always true?All points satisfy y = 3 - 2x exactly. What is the value of r?Which correlation shows the strongest linear relationship?Judge A ranks 1,2,3,4,5 and judge B ranks the same entrants 2,1,4,3,5. Find rho.Two judges give identical rankings to four contestants. What is the rank correlation?For ten items the sum of squared rank differences is 33. Find the rank correlation.Ranks of five students in two tests give a sum of squared rank differences of 4. Find Spea