Quan - Correlation Flashcards
Test for correlation/significance =
pearson correlation coefficient (r)
spearmans’s rho (p)
directional relationship =
does one factor result in another
NOT CAUSE other
direction of influence
X =
IV
Y =
DV
IV influences DV =
direction of influence
Can investigate correlation between what variables?
2 interval or 2 ordinal
Correlation =
established the type and intensity of relationships between variables
Pearson correlation coefficient (r) uses what variables?
Normally distributed
interval varibles
Spearmans Rho (p) uses what variables?
Non- parametric alternative
if either or both are ordinal or interval
but not normally distributed
Pearson correlation
The relationship between two variables is determined by their covariance (how both variables deviate from their respective mean). - interested if changes in one variable are met with similar changes in another variable
covariance is 0 in pearson correlation =
means no linear relationship
what visual graph do you run before your chosen correlation tests?
Scatter plot
What test must you run before correlation test to asses which test to use?
Histogram
1.0 in correlation =
Strongest relationship
-1.0 in correlation =
Strongest negative relationship