4. what does meanĀ  partial correlation?

Partial correlation is a statistical technique used to measure the relationship between two variables while controlling for the effects of other variables. It helps to determine the unique association between two variables after accounting for the influence of other variables. This can be particularly useful in clarifying the relationship between variables when multiple factors may be at play.