For bound Kepler orbits, the Delaunay variables obey , , and three periodic angles. A canonical transformation preserves phase space volume. At fixed , integrating supplies the measure . Since , the fraction with orbital eccentricity less than is . Thus the probability density function is , independently of any normalizable energy-only phase-space distribution function. A Boltzmann distribution is unnecessary. Even the time-dependent density , , has this same marginal because integrating the mean anomaly removes its oscillatory part; an eccentricity marginal alone does not imply equilibrium.
For bound Kepler orbits with gravitational parameter , integrating the Delaunay variables over , and their three full angle periods gives the displayed population. A globally defined thermal eccentricity distribution requires this integral to converge, or an explicit finite action range. Merely having finite at every energy does not suffice: yields an infinite integral at large . At each fixed energy, or on every finite normalized action band, the cumulative eccentricity fraction remains .

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