Simulation Based Analysis Noise is complex - non-white with strong correlations between channels. Filtering of sky pattern is complex - only scan in one direction and no DC sensitivity. Derive corrections empirically using simulations - generate full timestream level simulations of signal and noise and process identically to real data.