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A Method for Selecting the Bin Size of a Time Histogram

✍ Scribed by Shimazaki, Hideaki; Shinomoto, Shigeru

Book ID
120073371
Publisher
MIT Press
Year
2007
Tongue
English
Weight
337 KB
Volume
19
Category
Article
ISSN
0899-7667

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✍ Kun He; Glen Meeden πŸ“‚ Article πŸ“… 1997 πŸ› Elsevier Science 🌐 English βš– 575 KB

In this note we consider the problem of, given a sample, selecting the number of bins in a histogram. A loss function is introduced which reflects the idea that smooth distributions should have fewer bins than rough distributions. A stepwise Bayes rule, based on the Bayesian bootstrap, is found and