correlations Flashcards
Pearsons product moment correlation assumptions
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
correlation coefficient (r)
-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
shared variance and unique variation
change the correlation decimal to% by square it
the other % is unique variance
if the unique variance is lower than the shared variance what happens?
the r value (correlation coefficient) will be high
Cohens effect sizes
large=+/- 0.5-1
medium=+/- 0.3-0.49
small=+/- 0.1-0.29
what is partial correlation?
taking away the third variable issue- controlling for a third variable
zero order- 2 variables
first order- 3 variables