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Redshift Incompleteness Bias Redshift incompleteness avoids high-mass galaxies (see e.g. Schulze+15, Campana+12) Unbiased samples (only observability criteria: time, sky location, γ-ray flux) All Swift detections, including w/o redshifts, afterglows Only those with redshift determined