SRCC Flashcards
Spearmans rank correlation coefficent
Measures the strength of correlation between the rankings of two sets of data. SRCC can be used for numerical and non-numerical values. To calculate SRCC, you need to rank (order) the data in each set. Used for non-linear data
Pearsons product-moment correlation coefficient
Measures the relationship between 2 sets of data values. PMCC can only be calculated for numerical values. Used for linear data.
Rating scale
Close to 1 is a strong positive correlation. 0 is no correlation. Close to -1 is a strong negative correlation.
Which one is more likely to be stronger
SRCC is more likely to be stronger than PMCC as it is more likely for ranks to be equal than numerical data values