Rotations
Asymmetric positive-dependence families can represent negative association through rotations.
VineCopulas.jl follows the usual 0, 90, 180, and 270 degree convention and represents rotations through Copulas.SurvivalCopula flips.
During automatic selection:
julia
fit(PairCopula, U; allow_rotations=true)When preselect=true, the empirical dependence sign can remove rotations that cannot match the data. Set preselect=false for exhaustive parity or benchmark campaigns.
Gaussian, Student-t, and Frank already admit both signs in their base parameterization and therefore do not need rotated duplicates in the default search.