Understanding Robust and Exploratory Data AnalysisISBN: 9780471384915
472 pages
June 2000

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. ElandtJohnson & 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 ApplicationsOriented 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 & YelChiang 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
SteadyState 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
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 TwoWay 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).
MEstimators of Location: An Outline of the Theory (C. Goodall).
Robust Scale Estimators and Confidence Intervals for Location (B. Iglewicz).
Index.
"As a tribute to the longlasting 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)