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2.5.6 Pearson's product-moment correlation coefficient

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Question 38

An environmental study measures the nitrogen concentration, xxx mg/L, and the dissolved oxygen level, yyy mg/L, at 15 different sites along an industrial canal. The data are summarised as follows:

Sxx=2 400S_{xx} = 2\,400Sxx​=2400 ∑y=1 020\sum y = 1\,020∑y=1020 ∑y2=72 400\sum y^2 = 72\,400∑y2=72400 Sxy=−1 950S_{xy} = -1\,950Sxy​=−1950

a.

Determine the value of SyyS_{yy}Syy​.

[2]
b.

Calculate the product moment correlation coefficient for these data, giving your answer to 3 significant figures.

[2]
c.

Interpret the value of the correlation coefficient in the context of the study.

[1]
d.

A scientist converts the nitrogen concentration into grams per litre, www, such that w=x1000w = \frac{x}{1000}w=1000x​.

State the value of SwwS_{ww}Sww​.

[1]
e.

State the value of the product moment correlation coefficient between www and yyy.

[1]

2.5.6 Pearson's product-moment correlation coefficient Questions

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  3. /2.5.6 Pearson's product-moment correlation coefficient