The Intrinsic Dimensionality of Spectropolarimetric Data
The amount of information available in spectropolarimetric data is estimated. To this end, the intrinsic dimensionality of the data is inferred with the aid of a recently derived estimator based on nearest neighbor considerations and obtained applying the principle of maximum likelihood. We show in detail that the estimator correctly captures the
Asensio Ramos, A. et al.
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2007