Multivariate Analysis, Design of Experiments, and Survey Sampling

by Ghosh; Subir

• ISBN13: 9780824700522
• ISBN10: 082470052X
• Format: Hardcover
• Copyright: 1999-04-29
• Publisher: CRC Press

Summary

Describes recent developments & surveys important topics in the areas of multivariate analysis, design of experiments, & survey sampling. Features the work of nearly 50 international leaders.

Table of Contents

Preface	v
Contributors	xi
Jagdish N. Srivastava: Life and Contributions of a Statistician, a Combinatorial Mathematician, and a Philosopher	xv
Subir Ghosh
Sampling Designs and Prediction Methods for Gaussian Spatial Processes	1	(54)
Jeremy Aldworth
Noel Cressie
Design Techniques for Probabilistic Sampling of Items with Variable Monetary Value	55	(14)
Jose M Bernardo
Small Area Estimation: A Bayesian Perspective	69	(24)
Malay Ghosh
Kannan Natarajan
Bayes Sampling Designs for Selection Procedures	93	(26)
Klaus J. Miescke
Cluster Coordinated Composites of Diverse Datasets on Several Spatial Scales for Designing Extensive Environmental Sample Surveys: Prospectus on Promising Protocols	119	(16)
Wayne Myers
G. P. Patil
Charles Taillie
Corrected Confidence Sets for Sequentially Designed Experiments: Examples	135	(28)
Michael Woodroofe
D. Stephen Coad
Resampling Marked Point Processes	163	(24)
Dimitris N. Politis
Efstathios Paparoditis
Joseph P. Romano
Graphical Markov Models in Multivariate Analysis	187	(44)
Steen A.
David Madigan
Michael D. Perlman
Thomas S. Richardson
Robust Regression with Censored and Truncated Data	231	(34)
Chul-Ki Kim
Tze Leung Lai
Multivariate Calibration	265	(36)
Samuel D. Oman
Some Consequences of Random Effects in Multivariate Survival Models	301	(48)
Yasuhiro Omori
Richard A. Johnson
A Unified Methodology for Constructing Multivariate Autoregressive Models	349	(20)
Sergio G. Koreisha
Tarmo Pukkila
Statistical Model Evaluation and Information Criteria	369	(32)
Sadanori Konishi
Multivariate Rank Tests	401	(32)
John I. Marden
Asymptotic Expansions of the Distribution of Some Test Statistics for Elliptical Populations	433	(36)
Takesi Hayakawa
A Review of Variance Estimators with Extensions to Multivariate Nonparametric Regression Models	469	(30)
Holger Dette
Axel Munk
Thorsten Wagner
On Affine Invariant Sign and Rank Tests in One- and Two- Sample Multivariate Problems	499	(24)
Biman Chakraborty
Probal Chaudhuri
Correspondence Analysis Techniques	523	(24)
Jan de Leeuw
George Michailidis
Deborah Y. Wang
Growth Curve Models	547	(32)
Muni S. Srivastava
Dietrich von Rosen
Dealing with Uncertainties in Queues and Networks of Queues: A Bayesian Approach	579	(30)
C. Armero
M. J. Bayarri
Optimal Bayesian Design for a Logistic Regression Model: Geometric and Algebraic Approaches	609	(16)
Marilyn Agin
Kathryn Chaloner
Structure of Weighing Matrices of Small Order and Weight	625	(24)
Hiroyuki Ohmori
Teruhiro Shirakura
Appendix: The Publications of Jagdish N. Srivastava	649	(10)
Index	659