This paper formulates and estimates a household-level, billing-cycle water demand model under increasing block prices … customer-level heterogeneity in demand due to household demographics. The model utilizes US Census data on the distribution of … household demographics in the utility's service territory to recover the impact of these factors on water demand. An index of …