Understanding Robust and Exploratory Data Analysis

Name: Understanding Robust and Exploratory Data Analysis
Price: 48.75 USD
Availability: InStock
ISBN: 9780471384915

ISBN-10: 0471384917

ISBN-13: 9780471384915

Edition: 2000

Authors: David C. Hoaglin, Frederick Mosteller, John W. Tukey

List price: $176.95

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Description:

This text explains the necessity for and uses of both exploratory data analysis and robust and resistant methods in statistical practice. Tt provides the conceptual, logical, and sometimes mathematical support for the more basic techniques.

Book details

List price: $176.95
Copyright year: 2000
Publisher: John Wiley & Sons, Incorporated
Publication date: 6/2/2000
Binding: Paperback
Pages: 480
Size: 5.98" wide x 9.09" long x 1.13" tall
Weight: 1.386
Language: English



Stem-and-Leaf Displays



Letter Values: A Set of Selected Order Statistics



Boxplots and Batch Comparison



Transforming Data



Resistant Lines for y Versus x



Analysis of Two-Way Tables by Medians



Examining Residuals



Mathematical Aspects of Transformation



Introduction to More Refined Estimators



Comparing Location Estimators: Trimmed Means, Medians, and Trimean



M-Estimators of Location: An Outline of the Theory



Robust Scale Estimators and Confidence Intervals for Location



Index