Firstly, we reduce the long-standing problem of ascertaining the Hilbert-Schmidt probability that a generic pair of qubits is separable to that of determining the specific nature of a one-dimensional (separability) function of the radial coordinate (r) of the unit ball in 15-dimensional Euclidean space, and similarly for a generic pair of rebits, using the 9-dimensional unit ball. Separability probabilities, could, then, be directly obtained by integrating the products of these functions (which we numerically estimate and plot) with jacobian factors of r m over r ∈ [0, 1], with m = 17 for the two-rebit case, and m = 29 in the two-qubit instance. Secondly, we repeat the analyses, but for the replacement of r as the free variable, by the azimuthal angle φ ∈ [0, 2π]-with the associated jacobian factors now being, trivially, unity. So, the separability probabilities, then, become simply the areas under the curves generated. For our analyses, we employ an interesting Cholesky-decomposition parameterization of the 4 × 4 density matrices. Thirdly, in an exploratory investigation, we examine the Hilbert-Schmidt separability probability question using the threedimensional visualization (cube/tetrahedron/octahedron) of two qubits associated with Avron, Bisker and Kenneth, and Leinaas, Myrheim and Ovrum, among others. We find-in its two-rebit counterpart-that the Hilbert-Schmidt separability probability-the ratio of the measure assigned to the octahedron to that for the tetrahedron-is vanishingly small, in apparent conformity with observations of Caves, Fuchs and Rungta regarding real quantum mechanics. However, the ratio of the measure assigned to entangled states to that for potential entanglement witnesses (represented by points in the cube) is small, ≈ 0.005, but seemingly finite. We, then, begin an investigation of the full 15-dimensional two-qubit form of the question.