The Jackknife The Bootstrap And Other Resampling Plans
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The Jackknife The Bootstrap And Other Resampling Plans
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Author : Bradley Efron
language : en
Publisher: SIAM
Release Date : 1982-01-31
The Jackknife The Bootstrap And Other Resampling Plans written by Bradley Efron and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982-01-31 with Computers categories.
This monograph connects the jackknife, the bootstrap, and many other related ideas into a unified exposition.
The Jackknife The Bootstrap And Other Resampling
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Author : Bradley Efron
language : en
Publisher:
Release Date : 1982
The Jackknife The Bootstrap And Other Resampling written by Bradley Efron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with categories.
The Jackknife The Bootstrap And Other Resampling Plan
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Author : Bradley Efron
language : en
Publisher:
Release Date : 1985
The Jackknife The Bootstrap And Other Resampling Plan written by Bradley Efron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with categories.
The Jacknife The Bootstrap And Other Resampling Plans
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Author : Bradley Efron
language : en
Publisher:
Release Date : 1980
The Jacknife The Bootstrap And Other Resampling Plans written by Bradley Efron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with categories.
The Jackknife And Bootstrap
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Author : Jun Shao
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
The Jackknife And Bootstrap written by Jun Shao and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
The jackknife and bootstrap are the most popular data-resampling meth ods used in statistical analysis. The resampling methods replace theoreti cal derivations required in applying traditional methods (such as substitu tion and linearization) in statistical analysis by repeatedly resampling the original data and making inferences from the resamples. Because of the availability of inexpensive and fast computing, these computer-intensive methods have caught on very rapidly in recent years and are particularly appreciated by applied statisticians. The primary aims of this book are (1) to provide a systematic introduction to the theory of the jackknife, the bootstrap, and other resampling methods developed in the last twenty years; (2) to provide a guide for applied statisticians: practitioners often use (or misuse) the resampling methods in situations where no theoretical confirmation has been made; and (3) to stimulate the use of the jackknife and bootstrap and further devel opments of the resampling methods. The theoretical properties of the jackknife and bootstrap methods are studied in this book in an asymptotic framework. Theorems are illustrated by examples. Finite sample properties of the jackknife and bootstrap are mostly investigated by examples and/or empirical simulation studies. In addition to the theory for the jackknife and bootstrap methods in problems with independent and identically distributed (Li.d.) data, we try to cover, as much as we can, the applications of the jackknife and bootstrap in various complicated non-Li.d. data problems.
Developments In Robust Statistics
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Author : Rudolf Dutter
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Developments In Robust Statistics written by Rudolf Dutter and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
Aspects of Robust Statistics are important in many areas. Based on the International Conference on Robust Statistics 2001 (ICORS 2001) in Vorau, Austria, this volume discusses future directions of the discipline, bringing together leading scientists, experienced researchers and practitioners, as well as younger researchers. The papers cover a multitude of different aspects of Robust Statistics. For instance, the fundamental problem of data summary (weights of evidence) is considered and its robustness properties are studied. Further theoretical subjects include e.g.: robust methods for skewness, time series, longitudinal data, multivariate methods, and tests. Some papers deal with computational aspects and algorithms. Finally, the aspects of application and programming tools complete the volume.
Computing Science And Statistics
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Author : Connie Page
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Computing Science And Statistics written by Connie Page and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
Interface '90 is the continuation of an ext!remely successful symposium series. The series has provided a forum for the interaction of professionals in statistics, computing science, and in numerical methods, wherein they may discuss a wide range of topics at the interface of these disciplines. This, the 22nd Symposium on the Interface: Computing Science and Statistics, was held 16-19 May, 1990 at the Kellogg Center on the campus of Michigan State University and is the third Symposium to be held under the recently organized Interface Foundation of North America. The Interface Board of Directors consists of the nine most recent Symposium Chairs: James E. Gentle, Lynne Billard, David M. Allen, Thomas J. Boardman, Richard M. Heiberger, Edward J. Wegman, Linda Malone, Raoul LePage, and Jon Kettenring. The officers of the Interface are William Eddy, Board Chairman and Executive Director; Edward Wegman, President and Treasurer; Lynne Billard, Secretary. My valued colleague Connie Page, Editor of this Proceedings Volume and generally bright and hardworking person, has organizational skills of a higher order which were successfully brought into play during many critical junctures not strictly connected with the Proceedings. Edward Wegman, Barbara Barringer, Bill Eddy, and George Styan all pitched in with useful information on numerous occasions. Our Keynote Speaker, Peter G. Hall and Plenary Speakers David L. Donoho, Jerome H. Friedman (who also gave a short course), Bruce Hajek, John Skilling, and C. F.
Compstat
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Author : Konstantin Momirovic
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Compstat written by Konstantin Momirovic and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
Although no-one is, probably, too enthused about the idea, it is a fact that the development of most empirical sciences to a great extent depends on the development of data analysis methods and techniques, which, due to the necessity of application of computers for that purpose, actually means that it practically depends on the advancement and orientation of computer statistics. Every other year the International Association for Statistical Computing sponsors the organizition of meetings of individual s professiona77y involved in computational statistics. Since these meetings attract professionals from allover the world, they are a good sample for the estimation of trends in this area which some believe is a statistics proper while others claim it is computer science. It seems, though, that an increasing number of colleagues treat it as an independent scientific or at least technical discipline. This volume contains six invited papers, 41 contributed papers and, finally, two papers which are, formally, software descriptions, but it was agreed by the Program Committee that they should be included in a separate section entitled "Notes about new developments in statistical software", due to their special significance for current trends in computational statistics.
Best Practices In Quantitative Methods
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Author : Jason W. Osborne
language : en
Publisher: SAGE
Release Date : 2008
Best Practices In Quantitative Methods written by Jason W. Osborne and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Social Science categories.
The contributors to Best Practices in Quantitative Methods envision quantitative methods in the 21st century, identify the best practices, and, where possible, demonstrate the superiority of their recommendations empirically. Editor Jason W. Osborne designed this book with the goal of providing readers with the most effective, evidence-based, modern quantitative methods and quantitative data analysis across the social and behavioral sciences. The text is divided into five main sections covering select best practices in Measurement, Research Design, Basics of Data Analysis, Quantitative Methods, and Advanced Quantitative Methods. Each chapter contains a current and expansive review of the literature, a case for best practices in terms of method, outcomes, inferences, etc., and broad-ranging examples along with any empirical evidence to show why certain techniques are better. Key Features: Describes important implicit knowledge to readers: The chapters in this volume explain the important details of seemingly mundane aspects of quantitative research, making them accessible to readers and demonstrating why it is important to pay attention to these details. Compares and contrasts analytic techniques: The book examines instances where there are multiple options for doing things, and make recommendations as to what is the "best" choice—or choices, as what is best often depends on the circumstances. Offers new procedures to update and explicate traditional techniques: The featured scholars present and explain new options for data analysis, discussing the advantages and disadvantages of the new procedures in depth, describing how to perform them, and demonstrating their use. Intended Audience: Representing the vanguard of research methods for the 21st century, this book is an invaluable resource for graduate students and researchers who want a comprehensive, authoritative resource for practical and sound advice from leading experts in quantitative methods.
Quantitative Techniques In Landscape Planning
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Author : Eugenio Martinez-Falero
language : en
Publisher: CRC Press
Release Date : 1995-07-14
Quantitative Techniques In Landscape Planning written by Eugenio Martinez-Falero and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-07-14 with Nature categories.
Quantitative Techniques in Landscape Planning covers all aspects of landscape planning, from the initial stages of the study to the final stage of processing data and obtaining a classification of the study area. It describes the process of conducting an inventory and the methods for integrating information from the inventory into the analysis. It also discusses the application of optimization techniques for assigning significance to points in the study area according to planning objectives. Consisting of four comprehensive sections, Quantitative Techniques in Landscape Planning includes discussions on the choice of variables relevant to a particular study, and the processes, risks, methodologies, and statistical techniques of performing a landscape planning study. Systems and classifications for planning purposes, developed in the United States and abroad, are discussed and analyzed.