\( \DeclareMathOperator{cosec}{cosec} \)

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International Baccalaureate Mathematics

Statistics and Probability

Syllabus Content

Spearman's rank correlation coefficient, rs. Awareness of the appropriateness and limitations of Pearson's product moment correlation coefficient and Spearman's rank correlation coefficient, and the effect of outliers on each

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Here is an exam-style questions on this statement:

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Furthermore

If you use the TI-Nspire calculator here are the instructions for finding the Spearman's rank correlation coefficient.


THE CORRELATION COEFFICIENT (r)

Value Strength of Association
\( r = -1 \) perfect negative correlation
\( -1 \lt r \le -0.90 \) very strong negative correlation
\( -0.90 \lt r \le -0.75 \) strong negative correlation
\( -0.75 \lt r \le -0.50 \) moderate negative correlation
\( -0.50 \lt r \le -0.25 \) weak negative correlation
\( -0.25 \lt r \lt 0 \) very weak negative correlation
\( r = 0 \) no correlation
\( 0 \lt r \lt 0.25 \) very weak positive correlation
\( 0.25 \le r \lt 0.50 \) weak positive correlation
\( 0.50 \le r \lt 0.75 \) moderate positive correlation
\( 0.75 \le r \lt 0.90 \) strong positive correlation
\( 0.90 \le r \lt 1 \) very strong positive correlation
\( r = 1 \) perfect positive correlation

This video on outliers is from Revision Village and is aimed at students taking the IB Maths Standard level course


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