Reconstructed N_H distributions (selection corrected) of the COSMOS data sample using transfer matrices derived from the full simulated sample with flat-in-log N_H distribution (solid black), and from the subsample with a log-normal N_H distribution (average log N_H of 22 and dispersion of 1; dashed blue). The error bars show 68.3% credible intervals. All distributions are normalized to unit area.