Correlation & Regression (Edexcel A-Level Mathematics): Flashcards

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Correlation & Regression
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Linear correlation

Measure of how close points lie to a straight line

PMCC stands for

Product Moment Correlation Coefficient

Meaning of r=1r = 1

Perfect linear positive correlation

Meaning of r=1r = -1

Perfect negative correlation

Meaning of r=0r = 0

No correlation

Weak positive correlation rr range

0<r<0.50 < r < 0.5

Weak negative correlation rr range

0.5<r<0-0.5 < r < 0

Strong positive correlation rr value

rr close to 11

Strong negative correlation rr value

rr close to 1-1

Correlation does not imply...

Causation

Point regression line passes through

Mean point (ar{x}, ar{y})

Extrapolation definition

Making predictions beyond the data set

Reliability of extrapolation

Unreliable

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