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Understanding Robust and Exploratory Data Analysis

David C. Hoaglin (Editor), Frederick Mosteller (Editor), John W. Tukey (Editor)
ISBN: 978-0-471-38491-5
472 pages
June 2000
Understanding Robust and Exploratory Data Analysis (0471384917) cover image
The Wiley Classics Library consists of selected books that have become recognized classics in their respective fields. With these new unabridged and inexpensiveeditions, Wiley hopes to extend the life of these important works by making themavailable to future generations of mathematicians and scientists.

Currently available in the Series:

T.W. Anderson
The Statistical Analysis of Time Series

T.S. Arthanari & Yadolah Dodge
Mathematical Programming in Statistics

Emil Artin
Geometric Algebra

Norman T. J. Bailey
The Elements of Stochastic Processes with Applications to the Natural Sciences

Robert G. Bartle
The Elements of Integration and

Lebesgue Measure
George E. P. Box & Norman R. Draper

Evolutionary Operation: A Statistical Method for Process Improvement
George E. P. Box & George C. Tiao

Bayesian Inference in Statistical Analysis
R. W. Carter

Finite Groups of Lie Type: Conjugacy Classes
and Complex Characters

R. W. Carter
Simple Groups of Lie Type

William G. Cochran & Gertrude M. Cox
Experimental Designs, Second Edition

Richard Courant
Differential and Integral Calculus, Volume I

Richard Courant
Differential and Integral Calculus, Volume II

Richard Courant & D. Hilbert
Methods of Mathematical Physics, Volume I

Richard Courant & D. Hilbert
Methods of Mathematical Physics, Volume II

D. R. Cox
Planning of Experiments

Harold S. M. Coxeter
Introduction to Geometry, Second Edition

Charles W. Curtis & Irving Reiner
Representation Theory of Finite Groups and Associative Algebras

Charles W. Curtis & Irving Reiner
Methods of Representation Theory with Applications to Finite Groups and Orders, Volume I

Charles W. Curtis & Irving Reiner
Methods of Representation Theory with Applications to Finite Groups and Orders, Volume II

Cuthbert Daniel
Fitting Equations to Data: Computer Analysis of Multifactor Data, Second Edition

Bruno de Finetti
Theory of Probability, Volume I

Bruno de Finetti
Theory of Probability, Volume 2

W. Edwards Deming
Sample Design in Business Research

Amos de Shalit & Herman Feshbach
Theoretical Nuclear Physics, Volume 1— Nuclear Structure

Harold F. Dodge & Harry G. Romig
Sampling Inspection Tables: Single and Double Sampling

J. L. Doob
Stochastic Processes

Nelson Dunford & Jacob T. Schwartz
Linear Operators, Part One, General Theory

Nelson Dunford & Jacob T. Schwartz
Linear Operators, Part Two, Spectral Theory—Self Adjoint Operators in Hilbert Space

Nelson Dunford & Jacob T. Schwartz
Linear Operators, Part Three, Spectral Operators

Regina C. Elandt-Johnson & Norman L. Johnson
Survival Models and Data Analysis

Herman Feshbach
Theoretical Nuclear Physics: Nuclear Reactions

Joseph L. Fleiss
Design and Analysis of Clinical Experiments

Bernard Friedman
Lectures on Applications-Oriented Mathematics

Phillip Griffiths & Joseph Harris
Principles of Algebraic Geometry

Gerald J. Hahn & Samuel S. Shapiro
Statistical Models in Engineering

Marshall Hall, Jr.
Combinatorial Theory, Second Edition

Morris H. Hansen, William N. Hurwitz & William G. Madow
Sample Survey Methods and Theory, Volume I—Methods and Applications

Morris H. Hansen, William N. Hurwitz & William G. Madow
Sample Survey Methods and Theory, Volume II—Theory

Peter Henrici
Applied and Computational Complex Analysis, Volume 1—Power Series—Integration—Conformal Mapping—Location of Zeros

Peter Henrici
Applied and Computational Complex Analysis, Volume 2—Special Functions—Integral Transforms—Asymptotics—Continued Fractions

Peter Henrici
Applied and Computational Complex Analysis, Volume 3—Discrete Fourier Analysis—Cauchy Integrals—Construction of Conformal Maps—Univalent Functions

Peter Hilton & Yel-Chiang Wu
A Course in Modern Algebra

David C. Hoaglin, Frederick Mosteller & John W. Tukey
Understanding Robust and Exploratory Data Analysis

Harry Hochstadt
Integral Equations

Leslie Kish
Survey Sampling Shoshichi Kobayashi & Katsumi Nomizu Foundations of Differential Geometry, Volume I

Shoshichi Kobayashi & Katsumi Nomizu
Foundations of Differential Geometry, Volume 2

Erwin O. Kreyszig
Introductory Functional Analysis with Applications

William H. Louisell
Quantum Statistical Properties of Radiation

Rupert G. Miller Jr.
Survival Analysis

Ali Hasan Nayfeh
Introduction to Perturbation Techniques

Ali Hasan Nayfeh & Dean T. Mook
Nonlinear Oscillations

Emanuel Parzen
Modern Probability Theory & Its Applications

P. M. Prenter
Splines and Variational Methods

Howard Raiffa & Robert Schlaifer
Applied Statistical Decision Theory

Walter Rudin
Fourier Analysis on Groups

Lawrence S. Schulman
Techniques and Applications of Path Integration

Shayle R. Searle
Linear Models

I. H. Segel
Enzyme Kinetics: Behavior and Analysis of Rapid Equilibrium and Steady-State Enzyme Systems

C. L. Siegel
Topics in Complex Function Theory, Volume I—Elliptic Functions and Uniformization Theory

C. L. Siegel
Topics in Complex Function Theory, Volume II—Automorphic and Abelian Integrals

C. L. Siegel
Topics in Complex Function Theory, Volume III—Abelian Functions and Modular Functions of Several Variables

L. Spitzer
Physical Processes in the Interstellar Medium

J. J. Stoker
Differential Geometry

J. J. Stoker
Water Waves: The Mathematical Theory with Applications

J. J. Stoker
Nonlinear Vibrations in Mechanical and ElectricalSystems

Richard Zallen
The Physics of Amorphous Solids

Arnold Zellner
Introduction to Bayesian Inference in Econometrics

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Stem-and-Leaf Displays (J. Emerson & D. Hoaglin).

Letter Values: A Set of Selected Order Statistics (D. Hoaglin).

Boxplots and Batch Comparison (J. Emerson & J. Strenio).

Transforming Data (J. Emerson & M. Stoto).

Resistant Lines for y Versus x (J. Emerson & D. Hoaglin).

Analysis of Two-Way Tables by Medians (J. Emerson & D. Hoaglin).

Examining Residuals (C. Goodall).

Mathematical Aspects of Transformation (J. Emerson).

Introduction to More Refined Estimators (D. Hoaglin, et al.).

Comparing Location Estimators: Trimmed Means, Medians, and Trimean (J. Rosenberger & M. Gasko).

M-Estimators of Location: An Outline of the Theory (C. Goodall).

Robust Scale Estimators and Confidence Intervals for Location (B. Iglewicz).

Index.
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"With a dozen chapters aimed at readers of a broad standard deviation of mathematical sophistication, this collection by notables in the field explains...connection of robust techniques and exploratory data analysis..." (SciTech Book News, Vol. 24, No. 4, December 2000)

"As a tribute to the long-lasting impact of this collection of papers, the editors...decided to add Understanding Robust and Exploratory Data Analysis to its Classic Library series...to extend the life of this important work by making it available to future generations of statisticians." (Journal of the American Statistical Association, September 2001)
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