The Statistics Of Residuals And The Detection Of Outliers
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The Statistics Of Residuals And The Detection Of Outliers
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Author : Allen J. Pope
language : en
Publisher:
Release Date : 1976
The Statistics Of Residuals And The Detection Of Outliers written by Allen J. Pope and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Analysis of variance categories.
The Statistics Of Residuals And The Detection Of Outliers
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Author : Allen J. Pope
language : en
Publisher:
Release Date : 1976
The Statistics Of Residuals And The Detection Of Outliers written by Allen J. Pope and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Analysis of variance categories.
Robust Regression And Outlier Detection
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Author : Peter J. Rousseeuw
language : en
Publisher: John Wiley & Sons
Release Date : 2005-02-25
Robust Regression And Outlier Detection written by Peter J. Rousseeuw and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-25 with Mathematics categories.
WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selectedbooks that have been made more accessible to consumers in an effortto increase global appeal and general circulation. With these newunabridged softcover volumes, Wiley hopes to extend the lives ofthese works by making them available to future generations ofstatisticians, mathematicians, and scientists. "The writing style is clear and informal, and much of thediscussion is oriented to application. In short, the book is akeeper." –Mathematical Geology "I would highly recommend the addition of this book to thelibraries of both students and professionals. It is a usefultextbook for the graduate student, because it emphasizes both thephilosophy and practice of robustness in regression settings, andit provides excellent examples of precise, logical proofs oftheorems. . . .Even for those who are familiar with robustness, thebook will be a good reference because it consolidates the researchin high-breakdown affine equivariant estimators and includes anextensive bibliography in robust regression, outlier diagnostics,and related methods. The aim of this book, the authors tell us, is‘to make robust regression available for everyday statisticalpractice.’ Rousseeuw and Leroy have included all of thenecessary ingredients to make this happen." –Journal of the American Statistical Association
Outliers In Statistical Data
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Author : Vic Barnett
language : en
Publisher: John Wiley & Sons
Release Date : 1994-05-09
Outliers In Statistical Data written by Vic Barnett and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-05-09 with Mathematics categories.
Every essential area is thoroughly updated to reflect the latest state of knowledge. All the topics are fully revised and extended, and additional topics and new emphases are presented.
On Some Aspects Of Outliers In Econometric Models
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Author : P. Manohar
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2013
On Some Aspects Of Outliers In Econometric Models written by P. Manohar and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
In the present book, Chapter I gives the introduction about the concept of outliers along with the statistical inference in linear regression model. The various test statistics for detecting outliers such as Maximum Normed Residual, Extreme Studentized Deviation, Studentized Range, Kurtosis, R-Statistic, Maximum Eigen differences Least Medium Squares (LMS) estimator, Mahalanobis Distance, Cooks Distance, DFFITS, DF BETAS, COVRATIO, Scale ratio, Gap Test Statistic and 2-sigma Region have been described in Chapter II. Different test procedures to detect the outliers have been reviewed in brief in Chapter III. In Chapter IV some new tests for detecting outliers have been suggested based on different types of residuals and dummy variables.The summary and conclusions along with plan for the future research have been in Chapter V. Several research articles and related books are presented under BIBLIOGRAPHY.
Identification Of Outliers
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Author : D. Hawkins
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17
Identification Of Outliers written by D. Hawkins 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 2013-04-17 with Science categories.
The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier theory, and identified new ones. The major results are, however, scattered amongst many journal articles, and for some time there has been a clear need to bring them together in one place. That was the original intention of this monograph: but during execution it became clear that the existing theory of outliers was deficient in several areas, and so the monograph also contains a number of new results and conjectures. In view of the enormous volume ofliterature on the outlier problem and its cousins, no attempt has been made to make the coverage exhaustive. The material is concerned almost entirely with the use of outlier tests that are known (or may reasonably be expected) to be optimal in some way. Such topics as robust estimation are largely ignored, being covered more adequately in other sources. The numerous ad hoc statistics proposed in the early work on the grounds of intuitive appeal or computational simplicity also are not discussed in any detail.
Volume 16 How To Detect And Handle Outliers
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Author : Boris Iglewicz
language : en
Publisher: Quality Press
Release Date : 1993-01-08
Volume 16 How To Detect And Handle Outliers written by Boris Iglewicz and has been published by Quality Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01-08 with Business & Economics categories.
Outliers are the key focus of this book. The authors concentrate on the practical aspects of dealing with outliers in the forms of data that arise most often in applications: single and multiple samples, linear regression, and factorial experiments. Available only as an E-Book.
How To Detect And Handle Outliers
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Author : Boris Iglewicz
language : en
Publisher: ASQ Quality Press
Release Date : 1993
How To Detect And Handle Outliers written by Boris Iglewicz and has been published by ASQ Quality Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Business & Economics categories.
Introductory Statistics 2e Hardcover Full Color
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Author : Barbara Illowsky
language : en
Publisher:
Release Date : 2023-12-14
Introductory Statistics 2e Hardcover Full Color written by Barbara Illowsky and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-14 with Business & Economics categories.
Book Publication Date: Dec 13, 2023. Full color. Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills.
On Detecting Outliers In Complex Data Using Dixon S Test Under Neutrosophic Statistics
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Author : Muhammad Aslam
language : en
Publisher: Infinite Study
Release Date :
On Detecting Outliers In Complex Data Using Dixon S Test Under Neutrosophic Statistics written by Muhammad Aslam and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
The existing Dixon’s test (DT) under classical statistics has been widely applied in a variety of fields. The main target of DT is to recognize the outlier or suspicious observation in the sample. The DT available in the literature is workable when all the observations in the sample or the population are precise, determined and certain. In practice, under the complex system, it may not possible that all observations in the data are determined.