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Statistical Methods

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Data Compression
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Abstract

The methods discussed so far have one common feature, they assign fixed-size codes to the symbols (characters or pixels) they operate on. In contrast, statistical methods use variable-size codes, with the shorter codes assigned to symbols or groups of symbols that appear more often in the data (have a higher probability of occurrence). Designers and implementors of variable-size codes have to deal with the two problems of (1) assigning codes that can be decoded unambiguously and (2) assigning codes with the minimum average size.

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© 2007 Springer-Verlag London Limited

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(2007). Statistical Methods. In: Data Compression. Springer, London. https://doi.org/10.1007/978-1-84628-603-2_3

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  • DOI: https://doi.org/10.1007/978-1-84628-603-2_3

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-84628-602-5

  • Online ISBN: 978-1-84628-603-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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