Table 1. Different types of correlation coefficients when the variables X and Y are continuous, binary, or ordinal.
X | ||||
Continuous | Binary | Ordinal | ||
Y | Continuous | Kendall | Biserial | Polyserial |
Binary | Tetrachoric | Polychoric | ||
Ordinal | Polychoric |
X | ||||
Continuous | Binary | Ordinal | ||
Y | Continuous | Kendall | Biserial | Polyserial |
Binary | Tetrachoric | Polychoric | ||
Ordinal | Polychoric |