Statistics for the 21st Century: Methodologies for Applications of the Future

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ISBN: 9780824790295 | 0824790294
Cover: Hardcover
Copyright: 1/25/2000

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Assesses the current state of statistical methodology in a wide variety of applications, critically evaluating what has been achieved so far and searching existing statistical methods for insight into the direction of the discipline. DLC: Mathematical statistics.

Preface

iii

Contributors

vii

Challenges for Categorical Data Analysis in the Twenty-First Century

(20)

Alan Agresti

Consistency and Accuracy of the Sequential Bootstrap

(12)

G. Jogesh Babu

P. K. Pathak

C. R. Rao

Hypothesis Testing in the 20th Century with a Special Reference to Testing with Misspecified Models

(60)

Anil K. Bera

The Importance of Geometry in Multivariate Analysis and Some Applications

(16)

Carles M. Cuadras

Josep Fortiana

R. A. Fisher in the 21st Century

109

(36)

Bradley Efron

Students Can Help Improve College Teaching: A Review and an Agenda for the Statistics Profession

145

(28)

John D. Emerson

Frederick Mosteller

Cleo Youtz

The Classical Extreme Value Model: Mathematical Results Versus Statistical Inference

173

(16)

Janos Galambos

The Analysis of Cross-Classified Data: Notes on a Century of Progress in Contingency Table Analysis, and Some Comments on Its Prehistory and Its Future

189

(44)

Leo A. Goodman

Diffusion Models for Neural Activity

233

(18)

Satish Iyengar

Estimation with Quadratic Loss

251

(14)

Lucien Le Cam

Econometrics in the 21st Century

265

(20)

G. S. Maddala

On Stability of a Large (Ecological) System

285

(8)

V. Mandrekar

Multi-scale Statistical Approach to Critical-area Analysis and Modelling of Watersheds and Landscapes

293

(18)

G. P. Patil

G. D. Johnson

W. L. Myers

C. Taillie

R. A. Fisher: The Founder of Modern Statistics

311

(40)

C. R. Rao

Higher Order Asymptotics: Costs and Benefits

351

(16)

N. Reid

D. A. S. Fraser

The Analysis of Subject Specific Agreement

367

(22)

D. A. Sprott

V. T. Farewell

Some Important Classes of Problems in Statistical Experimental Design, Multivariate Analysis, and Sampling Theory

389

(22)

J. N. Srivastava

Pre-Limit and Post-Limit Theorems for Statistics

411

(12)

G. J. Szekely

Regression Modeling with Fixed Effects Missing Values and Related Problems

423

(18)

Helge Toutenburg

Andreas Fieger

Christian Heumann

Some Recent Developments in Nonparametric Inference for Right Censored and Randomly Truncated Data

441

(18)

Grace L. Yang

Estimation of Parameters in Nonlinear Regression Models

459

Juan Zhang

Shyamal D. Peddada

Alan D. Rogol

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Statistics for the 21st Century: Methodologies for Applications of the Future

Summary

Table of Contents

Supplemental Materials