Consistent Bayesian Analysis

• Advanced matching to opt/IR (Hsu+14, M. Brusa)
• Deep multi-wavelength coverage
• High redshift completeness
• Precise & accurate photo-z (M. Salvato, Hsu+14)
• Include sources without counterparts consistently
• Uncertainty in photometric redshift, multiple solutions
• Systematic errors of photometric redshift
• Full spectral analysis of unbinned spectrum
• Uncertainty clouds in L, z, NH
• Propagated into luminosity function analysis
• Recover a smooth field ϕ(L, z, NH) / d...
• Non-parametric, model-independent

Robust Results – Realistic Uncertainties

Luminosity

Column density NH

• Buchner+14