correlations Flashcards

1
Q

Pearsons product moment correlation assumptions

A

produces correlation coefficient r

assumptions- interval/ratio
normally distributed
no outliers/ extreme scores
should be related pairs (for every score on x each person should have a score on y)
a linear relationship between variables
homoscedasticity-plot a scatterplot to test this- how close are plots to the line

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2
Q

correlation coefficient (r)

A

-1= when values of one variable increase the other decreases
+1= when values of one variable increase the other increase
0=no linear relationship

closer to 1 the stronger the correlation

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3
Q

shared variance and unique variation

A

change the correlation decimal to% by square it

the other % is unique variance

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4
Q

if the unique variance is lower than the shared variance what happens?

A

the r value (correlation coefficient) will be high

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5
Q

Cohens effect sizes

A

large=+/- 0.5-1
medium=+/- 0.3-0.49
small=+/- 0.1-0.29

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6
Q

what is partial correlation?

A

taking away the third variable issue- controlling for a third variable
zero order- 2 variables
first order- 3 variables

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