Three conceptually different mathematical methods are presented for accurate mass spectrometric determination of H 2 O/HOD/D 2 O and H 2 Se/HDSe/D 2 Se concentrations from mixtures. These are alternating least-squares, weighted two-band target entropy minimization, and a statistical mass balance model. The otherwise nonmeasurable mass spectra of partially deuterated isotopologues (HOD and HDSe) are mathematically constructed. Any recorded isotopologue mixture mass spectra are then deconvoluted by least-squares into their components. This approach is used to study the H 2 O/D 2 O exchange reaction, and is externally validated gravimetrically. The H 2 O/D 2 O exchange equilibrium constant is also measured from the deconvoluted 70 eV electron impact GC/MS data (K ϭ 3.85 Ϯ 0.03). (J Am Soc Mass