We perform a statistical standard siren analysis of GW170817. Our analysis does not utilize knowledge of NGC 4993 as the unique host galaxy of the optical counterpart to GW170817. Instead, we consider each galaxy within the GW170817 localization region as a potential host; combining the redshifts from all of the galaxies with the distance estimate from GW170817 provides an estimate of the Hubble constant, H-0. Considering all galaxies brighter than 0.626L(B)(star) as equally likely to host a binary neutron star merger, we find H-0 = 77(-18)(+37) km s(-1) Mpc(-1) (maximum a posteriori and 68.3% highest density posterior interval; assuming a flat H-0 prior in the range [10, 220] km s(-1) Mpc(-1)). We explore the dependence of our results on t...