Breakthroughs in Statistics de Samuel Kotz

Breakthroughs in Statistics

Samuel Kotz

Norman L. Johnson

en Limba Engleză Paperback – 11 iun 1993

This is author-approved bcc: This is the third volume of a collection of seminal papers in the statistical sciences written during the past 110 years. These papers have each had an outstanding influence on the development of statistical theory and practice over the last century. Each paper is preceded by an introduction written by an authority in the field providing background information and assessing its influence. Volume III concerntrates on articles from the 1980's while including some earlier articles not included in Volume I and II. Samuel Kotz is Professor of Statistics in the College of Business and Management at the University of Maryland. Norman L. Johnson is Professor Emeritus of Statistics at the University of North Carolina. Also available: Breakthroughs in Statistics Volume I: Foundations and Basic Theory Samuel Kotz and Norman L. Johnson, Editors 1993. 631 pp. Softcover. ISBN 0-387-94037-5 Breakthroughs in Statistics Volume II: Methodology and Distribution Samuel Kotz and Norman L. Johnson, Editors 1993. 600 pp. Softcover. ISBN 0-387-94039-1

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Cuprins

On the Criterion that a Given System of Deviations from the Probable in the Case of a Correlated System of Variables is Such that it Can be Reasonably Supposed to Have Arisen from Random Sampling.- The Probable Error of a Mean.- Statistical Methods for Research Workers.- The Arrangement of Field Experiments.- On the Empirical Determination of a Distribution.- On the Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection.- Relations Between Two Sets of Variates.- Individual Comparisons by Ranking Methods.- On Some Useful “Inefficient” Statistics.- Testing for Serial Correlation in Least Squares Regression. I.- Testing for Serial Correlation in Least Squares Regression. II.- On the Experimental Attainment of Optimum Conditions.- Nonparametric Estimation from Incomplete Observations.- Sequential Design of Experiments.- Some Statistical Aspects of Adaptive Optimization and Control.- The Future of Data Analysis.- Maximum Likelihood in Three-Way Contingency Tables.- Robust Estimation of a Location Parameter.- Regression Models and Life-Tables.- Generalized Linear Models.- Bootstrap Methods: Another Look at the Jackknife.

Recenzii

"It may be risky to recommend that everyone should own this book... but I take that risk. Not only should we have it in our personal libraries, but we should loan it to our students. They will use it the same way we do, beginning with the famous masterpieces, then reading introductions of works they may not have seen before, and finally reading the papers..." (Journal of the Am. Statistical Assoc.)