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Smooth maps from clumpy data

Smooth maps from clumpy data

We study an estimator for smoothing irregularly sampled data into a smooth map. The estimator has been widely used in astronomy, owing to its low level of noise; it involves a weight function -or smoothing kernel -. We show that this estimator is not unbiased, in the sense that the …