A regression framework for compositional responses maps data to a sphere via principal nested spheres, performs regression in the resulting cylindrical space with circular and Euclidean scores, and maps fitted values back to the simplex.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Compositional regression using principal nested spheres
A regression framework for compositional responses maps data to a sphere via principal nested spheres, performs regression in the resulting cylindrical space with circular and Euclidean scores, and maps fitted values back to the simplex.