Chapter 14: Correlational Methods Flashcards
A graph showing the responses of a number of individuals on two variables;
A graph that shows the relationship between two variables of a number of individual cases
Visual display of correlational data
Scattergram
Does it matter which variable is plotted on each axis if there are only two variables for a scatterplot?
No
Do we need to know which variables are IV/DV in a scatterplot?
No, unless you have manipulated the variables
statistic indicating the strength of the relationship between two variables
correlation coefficient
Method to predict one variable from another (predicting the value of one variable from another based on their correlation)
regression
the strength of the relationship between two variables
correlation
What is the most commonly used measure of a relationship between variables
Pearson correlation coefficient (r), correlation
Correlations less than 0.2 are considered?
weak
Correlations between 0.2-0.4 are considered?
moderately weak
Correlations between 0.4-0.6 are considered?
moderate
Correlations between 0.6-0.8 are considered?
moderately strong
Correlations between 0.8-1.0 are considered?
strong
What does squaring the correlation coefficient achieve?
Variance: A measure of the proportion of the variability of y that can be accounted for by x
degree to which data match the prediction of a regression line
goodness of fit
Matrix format
IV are columns, DV become elements of the table