A blinded determination of $H_0$ from low-redshift Type Ia supernovae,
  calibrated by Cepheid variables
  Presently a ${>}3\sigma$ tension exists between values of the Hubble constant
$H_0$ derived from analysis of fluctuations in the Cosmic Microwave Background
by Planck, and local measurements of the expansion using calibrators of type Ia
supernovae (SNe Ia). We perform a blinded reanalysis of Riess et al. 2011 to
measure $H_0$ from low-redshift SNe Ia, calibrated by Cepheid variables and
geometric distances including to NGC 4258. This paper is a demonstration of
techniques to be applied to the Riess et at. 2016 data. Our end-to-end analysis
starts from available CfA3 and LOSS photometry, providing an independent
validation of Riess et al. 2011. We obscure the value of $H_0$ throughout our
analysis and the first stage of the referee process, because calibration of SNe
Ia requires a series of often subtle choices, and the potential for results to
be affected by human bias is significant. Our analysis departs from that of
Riess et al. 2011 by incorporating the covariance matrix method adopted in SNLS
and JLA to quantify SN Ia systematics, and by including a simultaneous fit of
all SN Ia and Cepheid data. We find $H_0 = 72.5 \pm 3.1$ (stat) $\pm 0.77$
(sys) km s$^{-1}$ Mpc$^{-1}$ with a three-galaxy (NGC 4258+LMC+MW) anchor. The
relative uncertainties are 4.3% statistical, 1.1% systematic, and 4.4% total,
larger than in Riess et al. 2011 (3.3% total) and the Efstathiou 2014
reanalysis (3.4% total). Our error budget for $H_0$ is dominated by statistical
errors due to the small size of the supernova sample, whilst the systematic
contribution is dominated by variation in the Cepheid fits, and for the SNe Ia,
uncertainties in the host galaxy mass dependence and Malmquist bias.
