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Transformation and Weighting in Regression, Carroll, Raymond J. , Ruppert, David


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Цена: 9798.00р.
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Автор: Carroll, Raymond J. , Ruppert, David
Название:  Transformation and Weighting in Regression
ISBN: 9780367403379
Издательство: Taylor&Francis
Классификация:
ISBN-10: 0367403374
Обложка/Формат: Paperback
Страницы: 260
Вес: 0.48 кг.
Дата издания: 27.09.2019
Серия: Chapman & hall/crc monographs on statistics and applied probability
Язык: English
Размер: 234 x 156 x 14
Читательская аудитория: Tertiary education (us: college)
Основная тема: Mathematics & Statistics for Engineers
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness. The authors have developed statistical techniques--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research.

While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression.




A New Concept for Tuning Design Weights in Survey Sampling

Автор: Sarjinder Singh
Название: A New Concept for Tuning Design Weights in Survey Sampling
ISBN: 0081005946 ISBN-13(EAN): 9780081005941
Издательство: Elsevier Science
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Цена: 17517.00 р.
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Описание:

A New Concept for Tuning Design Weights in Survey Sampling: Jackknifing in Theory and Practice introduces the new concept of tuning design weights in survey sampling by presenting three concepts: calibration, jackknifing, and imputing where needed. This new methodology allows survey statisticians to develop statistical software for analyzing data in a more precisely and friendly way than with existing techniques.

Practical Tools for Designing and Weighting Survey Samples

Автор: Richard Valliant; Jill A. Dever; Frauke Kreuter
Название: Practical Tools for Designing and Weighting Survey Samples
ISBN: 3030066983 ISBN-13(EAN): 9783030066987
Издательство: Springer
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Цена: 8384.00 р.
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Описание: The goal of this book is to put an array of tools at the fingertips of students, practitioners, and researchers by explaining approaches long used by survey statisticians, illustrating how existing software can be used to solve survey problems, and developing some specialized software where needed. This volume serves at least three audiences: (1) students of applied sampling techniques; 2) practicing survey statisticians applying concepts learned in theoretical or applied sampling courses; and (3) social scientists and other survey practitioners who design, select, and weight survey samples.The text thoroughly covers fundamental aspects of survey sampling, such as sample size calculation (with examples for both single- and multi-stage sample design) and weight computation, accompanied by software examples to facilitate implementation. Features include step-by-step instructions for calculating survey weights, extensive real-world examples and applications, and representative programming code in R, SAS, and other packages.Since the publication of the first edition in 2013, there have been important developments in making inferences from nonprobability samples, in address-based sampling (ABS), and in the application of machine learning techniques for survey estimation. New to this revised and expanded edition:• Details on new functions in the PracTools package• Additional machine learning methods to form weighting classes• New coverage of nonlinear optimization algorithms for sample allocation• Reflecting effects of multiple weighting steps (nonresponse and calibration) on standard errors• A new chapter on nonprobability sampling• Additional examples, exercises, and updated references throughoutRichard Valliant, PhD, is Research Professor Emeritus at the Institute for Social Research at the University of Michigan and at the Joint Program in Survey Methodology at the University of Maryland. He is a Fellow of the American Statistical Association, an elected member of the International Statistical Institute, and has been an Associate Editor of the Journal of the American Statistical Association, Journal of Official Statistics, and Survey Methodology. Jill A. Dever, PhD, is Senior Research Statistician at RTI International in Washington, DC. She is a Fellow of the American Statistical Association, Associate Editor for Survey Methodology and the Journal of Official Statistics, and an Assistant Research Professor in the Joint Program in Survey Methodology at the University of Maryland. She has served on several panels for the National Academy of Sciences and as a task force member for the American Association of Public Opinion Research’s report on nonprobability sampling. Frauke Kreuter, PhD, is Professor and Director of the Joint Program in Survey Methodology at the University of Maryland, Professor of Statistics and Methodology at the University of Mannheim, and Head of the Statistical Methods Research Department at the Institute for Employment Research (IAB) in N?rnberg, Germany. She is a Fellow of the American Statistical Association and has been Associate Editor of the Journal of the Royal Statistical Society, Journal of Official Statistics, Sociological Methods and Research, Survey Research Methods, Public Opinion Quarterly, American Sociological Review, and the Stata Journal<

Practical Tools for Designing and Weighting Survey Samples

Автор: Valliant
Название: Practical Tools for Designing and Weighting Survey Samples
ISBN: 331993631X ISBN-13(EAN): 9783319936314
Издательство: Springer
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Цена: 11179.00 р.
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Описание: The goal of this book is to put an array of tools at the fingertips of students, practitioners, and researchers by explaining approaches long used by survey statisticians, illustrating how existing software can be used to solve survey problems, and developing some specialized software where needed.

Survey weights

Автор: Valliant, Richard Dever, Jill A.
Название: Survey weights
ISBN: 1597182605 ISBN-13(EAN): 9781597182607
Издательство: Taylor&Francis
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Цена: 7961.00 р.
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Описание: Survey Weights: A Step-by-Step Guide to Calculation is the first guide geared towards Stata users that systematically covers the major steps taken in creating survey weights. These weights are used to project a sample to some larger population and can be computed for either probability or nonprobability samples.

Decomposition and Invariance of Measures, and Statistical Transformation Models

Автор: Ole E Barndorff-Nielsen; Preben Blaesild; Poul S.
Название: Decomposition and Invariance of Measures, and Statistical Transformation Models
ISBN: 0387971319 ISBN-13(EAN): 9780387971315
Издательство: Springer
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Цена: 16070.00 р.
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Transformation of Measure on Wiener Space

Автор: A.S?leyman ?st?nel; Moshe Zakai
Название: Transformation of Measure on Wiener Space
ISBN: 3642085725 ISBN-13(EAN): 9783642085727
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This unique book on the subject addresses fundamental problems and will be the standard reference for a long time to come. The authors have different scientific origins and combine these successfully, creating a text aimed at graduate students and researchers that can be used for courses and seminars.

The Weighted Bootstrap

Автор: Philippe Barbe; Patrice Bertail
Название: The Weighted Bootstrap
ISBN: 0387944788 ISBN-13(EAN): 9780387944784
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This monograph provides an account of the asymptotic behaviour of the weighted bootstrap - a new statistical technique. Proofs are presented in detail, and a comparison is made of the various weighted schemes. Readers are assumed to have some familiarity with the concept of bootstraps.

Introduction to the Theory and Application of the Laplace Transformation

Автор: G. Doetsch; W. Nader; W. Nader
Название: Introduction to the Theory and Application of the Laplace Transformation
ISBN: 3642656927 ISBN-13(EAN): 9783642656927
Издательство: Springer
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Цена: 11878.00 р.
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Описание: In anglo-american literature there exist numerous books, devoted to the application of the Laplace transformation in technical domains such as electrotechnics, mechanics etc.


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