Power Spectrum Estimation Take FT of map and form power spectra Generate a set of noise only sims Subtract mean of these from real (auto) spectra Generate a set of signal only sims Take ratio of these to input spectrum to determine beam/filtering supression factor and apply to real spectra Generate a set of signal+noise simulations Take the spread of these to estimate the error on the real spectrum