This research paper reports on a method for estimating populations by ethnicity, using multiple system estimation and latent class analysis. The method is applied to the broad and overlapping Māori and Pacific ethnic groups to produce an annual time series from 2013 to 2020. The resulting estimates are close to the official ethnic estimated resident populations (ERP)