We analytically characterize robustly optimal monetary policy for an augmented New Keynesian model with a housing sector. In our setting, the housing stock delivers a service flow entering households’ utility, houses are durable goods that depreciate over time, and new houses can be produced using a concave production technology. We show that shocks to housing demand and to housing productivity have “cost-push” implications, which warrant temporary fluctuations in the inflation rate under optimal policy, even under an assumption of rational expectations, for reasons familiar from the literature on “flexible inflation targeting”. However, under rational expectations optimal monetary policy can still be characterized by commitment to a “targe...