  The partial correlation coefficient is a commonly used measure to assess the
conditional dependence between two random variables. We provide a thorough
explanation of the partial copula, which is a natural generalization of the
partial correlation coefficient, and investigate several of its properties. In
addition, properties of some associated partial dependence measures are
examined.
