Data driven statistical methods

Data driven statistical methods

by Sprent, Peter

Type Book
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Title Statements

  • Full title :Data driven statistical methods / P. Sprent.

Edition Statements

  • Publication Date:1998.
  • Edition:1st ed

Publication Statements

  • Publisher(s):Chapman & Hall
  • Place of Publication:London
  • Language:eng
  • Publication Date:1998.

The Physical Object

  • Description:x, 406 pages : : illustrations ; : 24 cm.

Edition Identifiers

  • ISBN:041279540X, 9780412795404
  • oclc:ocm39347837
  • LC Classification:QA276.4
  • Dewey Decimal:519.5/0285

Table of Contents

1. Data-driven inference -- 2. The bootstrap -- 3. Outliers contamination and robustness -- 4. Location tests for two independent samples -- 5. Location tests for single and paired samples -- 6. More one- and two-sample tests -- 7. Three or more independent samples -- 8. Designed experiments -- 9. Correlation and concordance -- 10. Bivariate regression -- 11. Other regression models and diagnostics -- 12. Categorical data analysis -- 13. Further categorical data analysis -- 14. Data-driven or model-driven? -- References -- Index.

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