Jump up to: a b c Szkely, Rizzo and Bakirov (2007)
Jump up to: a b c d Szkely & Rizzo (2009)
http://en.wikipedia.org/wiki/Distance_correlation#Distance_correlation
The used strategy to handle missing value is to evaluate values with all available value (estimate means)
and try to infer the covariance