For three-flavor neutrino oscillations in constant-density matter, the Cayley–Hamilton theorem forces the evolution operator into a quadratic polynomial in , with coefficients determined by the three real eigenvalues through a Vandermonde system we write out explicitly. The eigenvalues follow from Cardano’s trigonometric formula, recovering the Zaglauer–Schwarzer expressions. The Denton–Minakata–Parke (DMP) approximation achieves fractional accuracy better than because its – rotation is a resummation: it removes the near-degeneracy that makes the naive expansion diverge at , replacing the unbounded with an effective parameter bounded uniformly in energy. A density-matrix treatment with a Lindblad term handles open-system decoherence and wave-packet effects in the same language; matter-dressed coherence lengths satisfy – for terrestrial baselines. The CP asymmetry is split into genuine and matter-induced fake contributions. Closed-form Jacobians in the NuFIT~6.0 parameter basis feed Monte Carlo and linearized uncertainty-propagation schemes, the latter validated against a Feldman–Cousins profile-likelihood mapping near physical boundaries. The Denton–Parke NuFast-LBL algorithm [Phys.\ Rev.\ D {\bf 110}, 073005 (2024)] remains the tool of choice for production fits; the analytic expressions here supply what iterative solvers cannot – parameter continuity, transparent limits, and Jacobians in closed form.

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