Exploring Data Tables, Trends and Shapes
Published on 7. August 1985
Book
Hardback
560 pages
978-0-471-09776-1 (ISBN)
Description
Presenting major advances in exploratory data analysis and robust regression methods not generally available, this book explains the techniques, relating them to classical methods. It covers the role of exploratory and robust techniques in the overall data-analytic enterprise. Also covered are new methods such as fitting by organized comparisons using the square combining table, resistant non-additive fits for two-way tables, 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, and offers conceptual support for each technique.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
illustrations, bibliography, index
Dimensions
Height: 236 mm
Width: 160 mm
Weight
907 gr
ISBN-13
978-0-471-09776-1 (9780471097761)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
David C. Hoaglin | Frederick Mosteller | John W. Tukey
Exploring Data Tables, Trends, and Shapes
E-Book
09/2011
Wiley
€128.99
Available for download
David C. Hoaglin | Frederick Mosteller | John W. Tukey
Exploring Data Tables, Trends, and Shapes
Book
04/2006
Wiley
€147.50
Shipment within 10-20 days
Content
Partial table of contents:; Theories of Data Analysis: From Magical Thinking Through Classical Statistics (P. Diaconis).; Fitting by Organized Comparisons: The Square Combining Table (K. Godfrey).; Resistant Nonadditive Fits for Two--Way Tables (J. Emerson & G. Wong).; Three--Way Analysis (N. Cook).; Identifying Extreme Cells in a Sizable Contingency Table: Probabilistic and Exploratory Approaches (F. Mosteller & A. Parunak).; Fitting Straight Lines By Eye (F. Mosteller, et al.).; Resistant Multiple Regression, One Variable at a Time (J. Emerson & D. Hoaglin).; Robust Regression (G. Li).; Checking the Shape of Discrete Distributions (D. Hoaglin & J. Tukey).; Using Quantiles to Study Shape (D. Hoaglin).; Index.