Springer Series in Statistics Advisors: P. Bi Bick ckel el,, P. Di Digg ggle le,, S. Fi Fien enbe berrg, U. Ga Gath ther er,, I. Olkin, S. Zeger
Springer Series in Statistics Advisors: P. Bi Bick ckel el,, P. Di Digg ggle le,, S. Fi Fien enbe berrg, U. Ga Gath ther er,, I. Olkin, S. Zeger
Springer Series in Statistics Alho/Spencer: Statistical Demography and Forecasting. Andersen/Borgan/Gill/Keiding: Statistical Models Based on Counting Processes Processes.. Atkinson/Riani: Robust Diagnostic Regression Analysis. Atkinson/Riani/Cerioli: Exploring Multivariate Data with the Forward Search. Berger: Statistical Decision Theory and Bayesian Bayesian Analysis, Analysis, 2nd edition. Applications,, Borg/Groenen: Modern Multidimensional Scaling: Theory and Applications 2nd edition. Brockwell/Davis: Time Serie Series: s: Theory and Methods Methods,, 2nd edition. edition. Bucklew: Introduction to Rare Event Simulation. Cappé/Moulines/Rydén: Inference in Hidden Markov Models. Chan/Tong: Chaos: A Statistical Statistical Perspecti Perspective ve.. Chen/Shao/Ibrahim: Monte Carlo Methods in Bayesian Computation. Statistical Modeling of Extreme Values Values.. Coles: An Introduction to Statistical David/Edwards: Annotated Re Readings adings in the History of Statistics Statistics.. Devroye/Lugosi: Combinatorial Methods in Density Estimation. Nonparamet ametric ric Curve Curve Estimation: Estimation: Method Methodss, Theory Theory,, and Applicati Applications ons.. Efromovich: Nonpar Eggermont/LaRiccia: Maxim Maximum um Penalized Penalized Likelihood Likelihood Estimation, Estimation, Volume I: Densi Density ty Estimation. Fahrmeir/Tutz: Multivariate Statistical Modelling Based on Generalized Linear Models,, 2nd editi Models edition. on. Fan/Yao: Nonlinear Time Series: Nonparametric and Parametric Parametric Methods. Methods. Farebrother: Fittin Fitting g Linear Linear Rela elationsh tionships: ips: A History History of the Calcul Calculus us of Obser Observa vations tions 1750-1900. Federer: Statistical Design and Analysis for Intercropping Intercropping Experiments, Experiments, Volume I: Two Crops. Federer: Statistical Design and Analysis for Intercropping Intercropping Experiments, Experiments, Volume II: Three or More Crops. Ferraty/Vieu: Nonpar Nonparametr ametric ic Functional Functional Data Data Analysis: Analysis: Models Models,, Theory Theory,, Appli Applica cations tions,, and Implementation Ghosh/Ramamoorthi: Bayesian Nonparametrics. Glaz/Naus/Wallenstein: Scan Statistics. Good: Perm Permuta utation tion Tests: Tests: Para Parametr metric ic and Bootstrap Bootstrap Tests Tests of Hypot Hypotheses heses,, 3rd edition. edition. Gouriéroux: ARCH Models and Financial Applications. Gu: Smoothing Spline ANOVA Models. • Györfi/Kohler/Krzyzak/Walk: A DistributionDistribution-Fr Free ee Theory of Nonpar Nonparamet ametric ric Regression. Advanced anced Sta Statisti tistics cs,, Volume I: I: Desc Description ription of Popula opulations tions.. Haberman: Adv Hall: The Bootstrap and Edgeworth Expansion. Härdle: Smoothing Techniques: Techniques: With Implementation Implementation in S. Strategies: With Applications to Linear Models Models,, Logistic Harrell: Regression Modeling Strategies: Regression, Re gression, and Survival Survival Analysis Analysis.. Hart: Nonparametric Smoothing and Lack-of-Fit Tests. Tests. Hastie/Tibshirani/Friedman: The Eleme Elements nts of Sta Statisti tistical cal Learni Learning: ng: Da Data ta Mining, Mining, Inference Infer ence,, and Prediction. Prediction. Hedayat/Sloane/Stufken: Orthogonal Arrays: Arrays: Theory and Applicat Applications ions.. Heyde: Quasi-Likelihood and its Application: A General Approach Approach to Optimal Parameter Estimation. (continued after index)
Rahul Muk Mukerjee erjee C.F. Jeff Wu
A Modern Theory of Factorial Designs
Rahul Mukerjee Indian Institute of Management Calcutta Joka, Diamond Harbour Road Kolkata 700 104 India
[email protected]
C.F. Jeff Wu School of Industrial and Systems Engineering Georgia Institute of Technology Atlanta, GA 30332-0205 USA
[email protected]
Library of Congress Control Number: 2005939038 ISBN-10: 0-387-31991-3 ISBN-13: 978-0387-31991-9 Printed on acid-free paper. © 2006 Springer Science+Business Media, Inc. All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer Science+Business Media, Inc., 233 Springer Street, New York, NY 10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed is forbidden. The use in this publication of trade names, trademarks, service marks, and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. Printed in the United States of America. 9 8 7 6 5 4 3 2 1 springer.com
(MVY)
To my father and wife, and to the memory of my mother, RM To my wife, CFJW
To my father and wife, and to the memory of my mother, RM To my wife, CFJW
