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Fig. 5

image

Plots of the multiplicative bias m for simulated images, based on Eq. (69), for two different priors Ps(ϵs) (filled data points: correct prior; open data points: uniform prior). Different styles for the data points indicate different image sizes rh, see key inside figure, while colours vary with galaxy type: GLAM template (TMP; red); exponential (EXP; green); bulge-like (DEV; blue). Data points for rh = 0.3′′, same galaxy type, and same prior are connected by dotted lines to guide the eye. The prior for galaxy sizes t, amplitudes A, and centroids x0 is uniform giving rise to noise-dependent prior bias; the constant offset of EXP and DEV is due to underfitting. A square image pixel has the size 0.1′′, which also equals the PSF size. Results for m for a larger PSF size can be found in Table 1.

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