Handbook of fitting statistical dist...
Dudewicz, Edward J.

 

  • Handbook of fitting statistical distributions with R[electronic resource] /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 519.2/4
    書名/作者: Handbook of fitting statistical distributions with R/ Zaven A. Karian, Edward J. Dudewicz.
    作者: Karian, Zaven A.
    其他作者: Dudewicz, Edward J.
    出版者: Boca Raton : : CRC Press,, c2011.
    面頁冊數: 1 online resource (xlv, 1672 p.) : : ill.
    附註: "A Chapman & Hall Book."
    標題: Distribution (Probability theory)
    標題: R (Computer program language)
    ISBN: 9781584887126 (electronic bk.)
    ISBN: 1584887125 (electronic bk.)
    書目註: Includes bibliographical references and index.
    內容註: Pt. 1. Overview -- pt. 2. The generalized lambda distribution -- pt. 3. Quantile distribution methods -- pt. 4. Other families of distributions -- pt. 5. The generalized bootstrap and Monte Carlo methods -- pt. 6. Assessment of the quality of fits -- pt. 7. Applications -- pt. 8. Appendices.
    摘要、提要註: Strengthened by examples taken from the scientific literature, this handbook provides statisticians and researchers across the physical and social sciences with cutting-edge methods for fitting continuous probability distributions. It presents families with wide-ranging applicability, including Johnson's system, kappa distribution, and generalized lambda distribution. By providing the necessary R programs, the book enables practitioners to implement the techniques using R computer code. To cover distribution method combinations not included in the book's extensive tables, the authors delve int.
    電子資源: http://www.crcnetbase.com/isbn/978-1-58488-711-9
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