supply shock is similarly strong in locations experiencing growing housing demand. Moreover, it affects the entire rent …I estimate the impact of new housing supply on the local rent distribution, exploiting delays in housing completions … caused by weather shocks during the construction phase. Increasing the flow of new supply by 1 percent lowers average rents …