How many bins should be put in a regular histogram

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How Many Bins Should Be Put in a Regular Histogram

Given an n-sample from some unknown density f on [0, 1], it is easy to construct an histogram of the data based on some given partition of [0, 1], but not so much is known about an optimal choice of the partition, especially when the set of data is not large, even if one restricts to partitions into intervals of equal length. Existing methods are either rules of thumbs or based on asymptotic co...

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ژورنال

عنوان ژورنال: ESAIM: Probability and Statistics

سال: 2006

ISSN: 1292-8100,1262-3318

DOI: 10.1051/ps:2006001