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Exploring Data Tables, Trends, and Shapes

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Exploring Data Tables, Trends, and Shapes

Exploring Data Tables, Trends, and Shapes

David C. Hoaglin - Collection Wiley Series in Probability and Statistics

526 pages, parution le 04/04/2006

Résumé

This newly available and affordably priced paperback version of Exploring Data Tables, Trends, and Shapes presents major advances in exploratory data analysis and robust regression methods and explains the techniques, relating them to classical methods. The book addresses the role of exploratory and robust techniques in the overall data-analytic enterprise, and it also presents new methods such as fitting by organized comparisons using the square combining table and identifying extreme cells in a sizable contingency table with probabilistic and exploratory approaches. The book features a chapter on using robust regression in less technical language than available elsewhere. Conceptual support for each technique is also provided.

L'auteur - David C. Hoaglin

David C. Hoaglin, PhD, is a Fellow of the American Statistical Association.

Sommaire

  • Theories of Data Analysis: From Magical Thinking Through Classical Statistics
  • Fitting by Organized Comparisons: The Square Combining Table
  • Resistant Nonadditive Fits for Two-Way Tables
  • Three-Way Analyses
  • Identifying Extreme Cells in a Sizable Contingency Table: Probabilistic and Exploratory Approaches
  • Fitting Straight Lines by Eye
  • Resistant Multiple Regression, One Variable at a Time
  • Robust Regression
  • Checking the Shape of Discrete Distributions
  • Using Quantiles to Study Shape
  • Summarizing Shape Numerically: The g-AND-h Distributions
  • Index
Voir tout
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Caractéristiques techniques

  PAPIER
Éditeur(s) Wiley
Auteur(s) David C. Hoaglin
Collection Wiley Series in Probability and Statistics
Parution 04/04/2006
Nb. de pages 526
Format 15,5 x 23,5
Couverture Broché
Poids 731g
Intérieur Noir et Blanc
EAN13 9780470040058
ISBN13 978-0-470-04005-8

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