Problem 4 — auxiliary modules #
Re-exports all auxiliary sub-modules used by Problem4:
Defs: box-plus convolution, E-transform, translation invariancePhiN:PhiN,rPoly, transport matrix, partial-fraction identitiesResidue: second derivative, sum of residues, residue formula, linearityRPoly:RPolylemmas, transport identity, polar decompositionTransport: doubly stochastic transport matrix, critical value decompositionHarmonicBound: Jensen, Cauchy-Schwarz, harmonic sum boundRealRoots: real-rootedness, IVT root counting, Rolle, alternating signsSignSquarefree: translation invariance, sign between roots, squarefree lemmasObreschkoff: interlacing signs, backward Obreschkoff theoremObreschkoffTransport: transport matrix nonnegativity via ObreschkoffRootContinuity: polynomial root perturbation, continuityInvPhiN: polynomial-levelinvPhiNPoly, nonnegativity, positivityContinuity: continuity ofinvPhiNPolyat squarefree pointsDensity: density of squarefree polynomials among real-rooted onesTransportDecomp: transport decomposition, critical value positivityBoxPlusRealRoots: real-rootedness preservation,PhiNresidue bound