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Vine Regression with Bayes Nets

A Critical Comparison with Traditional Approaches Based on a Case Study on the Effects of Breastfeeding on IQ

Regular vines (R-vines) copulas build high dimensional joint densities from arbitrary one-dimensional margins and (conditional) bivariate copula densities. Vine densities enable the computation of all conditional distributions, though the calculations can be numerically intensive ...