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X-ray Survey analysis Multi-wavelength Association NWAY Obscured, CTK fraction f(L,z) Obscured, CTK fraction by galaxy gas f(M*,z) Hierarchical Bayesian Models Nested Sampling & PyMultiNest Cosmological Sims Spectral fitting with low counts (BXA) CDFS: Luo+17 COSMOS, AEGIS-XD, XMM-XXL Buchner+15 Buchner+15, Kelley+10, Loredo02