Computational Implications of Reducing Data to Sufficient Statistics

12 Sep 2014Andrea Montanari

Given a large dataset and an estimation task, it is common to pre-process the data by reducing them to a set of sufficient statistics. This step is often regarded as straightforward and advantageous (in that it simplifies statistical analysis)... (read more)

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