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Computational Statistics: Papers Collected on the Occasion of the 25th Conference on Statistical Computing at Schloß Reisensburg by Peter Dirschedl

Computational Statistics: Papers Collected on the Occasion of the 25th Conference on Statistical Computing at Schloß Reisensburg

by Peter Dirschedl
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Book cover type: Paperback
  • ISBN13: 9783790808131
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Physica-Verlag
  • Publication Date:
  • Pages: 553
  • Original Price: EUR 49.99
  • Language: English
  • Edition: Softcover Repri
  • Item Weight: 841 grams
  • BISAC Subject(s): Probability & Statistics / General, Economics / Theory, and Data Science / Data Analytics

This book is a collection of thirty invited papers, covering the important parts of a rapidly developing area like "computational statistics". All contributions supply information about a specialized topic in a tutorial and comprehensive style. Newest results and developments are discussed. Starting with the foundations of computational statistics, i.e. numerical reliability of software packages or construction principles for pseudorandom number generators, the volume includes design considerations on statistical programming languages and the basic issues of resampling techniques. Also covered are areas like design of experiments, graphical techniques, modelling and testing problems, a review of clustering algorithms, and concise discussions of regression trees or cognitive aspects of authoring systems.

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