Correlation Flashcards
Expression of the degree and direction of correspondence between 2 things
Correlation
Linear relationship between only 2 variables, usually continuous in nature
Coefficient of correlation (r)
A widely used statistic for obtaining an index of the relationship between two variables when the relationship between the variables is linear and when the two variables correlated are continuous (that is, theoretically can take any value)
Pearson r
Significance at .05 means…
The result could have been expected to occur by chance alone 5 times or less in a hundred
Mean for the sum of products is calculated, and mean is the value of “r”
Pearson r
A value indicating how much variance is shared by two variables being calculated.
Coefficient of determination
Square of the correlation coefficient and multiply by 100
Coefficient of determination
R-squared tells you how much of the variation in your Y-values (predicted values) can be explained by variation in your X-variables (predictor variables)
Coefficient of determination (r squared)
A deviation about a mean of distribution
moment (product-moment coefficient of correlation)
Individual deviations about the mean of a distribution
Deviates (product-moment coefficient of correlation)
Multiplication of 2 corresponding standard scores can therefore be comceptualized as one that entails the computation of he product of corresponding moments
Product (product-moment coefficient of correlation)
Also known as rank-order correlation coefficient
Spearman rho
This index of correlation may be the statistic of choice when the sample size is small (less than 30) and both sets of measurements are interval or ordinal; non-parametric version of Pearson r
Spearman rho
A graphic description of correlation achieved by graphing the coordinate points for the two variables.
Scatterplot/scatter diagram/bivariate distribution
What is curvilinearity?
How curved a graph is (eyeball gauge)