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stat.ME2026
Approximating the null distribution of generalized distance covariance
Dominic Edelmann
The null distribution of distance covariance is usually approximated by permutation, which is prohibitive when very small p-values are needed, or by matching a few moments to a par…
stat.ME2017
An Updated Literature Review of Distance Correlation and its Applications to Time Series
Dominic Edelmann, Konstantinos Fokianos, Maria Pitsillou
The concept of distance covariance/correlation was introduced recently to characterize dependence among vectors of random variables. We review some statistical aspects of distance…