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Published byPenelope Franklin Modified over 9 years ago
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9.1B – Computing the Correlation Coefficient by Hand
Correlation coefficient = strength and direction of a linear relationship between variables graphed in a scatter plot. r = n∑xy – (∑x)(∑y) n∑x² - (∑x)² n∑y² - (∑y)² n= # of data points Make a table to compute this!!!
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Steps to calculating r 1) Find the Sum of the x- values: ∑x
2) Find the Sum of the y-values: ∑y 3) Multiply each x by corresponding y and find the sum: ∑xy 4) Square each x-value and find the Sum: ∑x² 5) Square each y-value and find the Sum: ∑y² 6) use these 5 sums in the formula for r r = n∑xy – (∑x)(∑y) n∑x² - (∑x)² n∑y² - (∑y)² n=# points
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Calculate r with calc. & by Hand
X Y X Y XY X² Y² 2.4 225 1.6 184 2 220 2.6 240 1.4 180 186 2.2 215 ∑X= ∑Y= ∑XY= ∑X²= ∑Y²=
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Computing r ∑X= 15.8 ∑Y= 1634 ∑XY= 3289.8 ∑X²=32.44 ∑Y²=337,558
r = n∑xy – (∑x)(∑y) n∑x² - (∑x)² n∑y² - (∑y)² 8(3289.8) – (15.8)(1634) 8(32.44) – 15.8² 8(337,558) ² 501.2 ( ,508 ) r≈ 0.913
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