Approches non paramétriques en régression

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Publisher : Editions TECHNIP
ISBN 13 : 2710809583
Total Pages : 452 pages
Book Rating : 4.7/5 (18 download)

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Book Synopsis Approches non paramétriques en régression by : Jean-Jacques Droesbeke

Download or read book Approches non paramétriques en régression written by Jean-Jacques Droesbeke and published by Editions TECHNIP. This book was released on 2011 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cet ouvrage, consacré aux approches non paramétriques et semi-paramétriques en régression, propose au lecteur une exploration, une synthèse et une analyse des techniques d’estimation qui se sont récemment imposées quand on refuse de considérer que l’ensemble des fonctions de régression possibles est nécessairement « paramétré », ce qui élargit « infiniment » le nombre de fonctions possibles. Les résultats présentés ici constituent une synthèse d’un pan très important de l’ensemble des développements de la statistique théorique depuis une vingtaine d’années, dans un domaine qui fait l’objet de publications scientifiques régulières. L’ouvrage a pour objectif de mettre ces approches « non standard » à la portée d’un public de chercheurs en statistique appliquée et de responsables d’études en entreprise qui ne les utilisent pas encore. Il présente en outre une synthèse des méthodes d’estimation « non paramétrique » d’une régression : méthode du noyau, méthode des polynômes locaux, méthodes des fonctions orthogonales, méthodes d’ondelettes, fonctions splines. Dans ce cadre purement non paramétrique, des applications sont plus particulièrement détaillées : donnés censurées, séries temporelles, problèmes de discrimination. L’ouvrage se penche aussi sur la notion de « fléau de la dimension », montrant l’intérêt de l’étude de modèles semi-paramétriques plus récemment étudiés (modèles partiellement linéaires, modèles à directions révélatrices). Quelques domaines sont également explorés : adaptation aux données fonctionnelles et aux données spatiales, par exemple. Cet ouvrage est le fruit de la collaboration entre spécialistes réputés réunis à l’occasion des 12e Journées d’Etude en Statistique organisées par la SFdS au Centre International de Rencontres mathématiques de Luminy. Table des matières : 1. Les premiers pas de la régression. 2. Les estimateurs à noyaux. 3. Fonctions orthogonales. 4. Noyaux auto-reproduisants à base d’ondelettes. 5. Fonctions splines. 6. Le fléau de la dimension et ses parades. 7. Les modèles de régression à directions révélatrices. 8. Données censurées. 9. Prédiction non paramétrique. 10. Données spatiales. 11. Données fonctionnelles. 12. Quantiles de régression : applications à la construction de courbes. 13. La modélisation des courbes de croissance. 14. Modèles à direction révélatrice unique : application en économie.

Interpolation and Extrapolation Optimal Designs 2

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Publisher : John Wiley & Sons
ISBN 13 : 1119422361
Total Pages : 322 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Interpolation and Extrapolation Optimal Designs 2 by : Giorgio Celant

Download or read book Interpolation and Extrapolation Optimal Designs 2 written by Giorgio Celant and published by John Wiley & Sons. This book was released on 2017-04-11 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers various extensions of the topics treated in the first volume of this series, in relation to the class of models and the type of criterion for optimality. The regressors are supposed to belong to a generic finite dimensional Haar linear space, which substitutes for the classical polynomial case. The estimation pertains to a general linear form of the coefficients of the model, extending the interpolation and extrapolation framework; the errors in the model may be correlated, and the model may be heteroscedastic. Non-linear models, as well as multivariate ones, are briefly discussed. The book focuses to a large extent on criteria for optimality, and an entire chapter presents algorithms leading to optimal designs in multivariate models. Elfving’s theory and the theorem of equivalence are presented extensively. The volume presents an account of the theory of the approximation of real valued functions, which makes it self-consistent.

Sample Surveys: Inference and Analysis

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Publisher : Morgan Kaufmann
ISBN 13 : 0080963544
Total Pages : 667 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Sample Surveys: Inference and Analysis by :

Download or read book Sample Surveys: Inference and Analysis written by and published by Morgan Kaufmann. This book was released on 2009-09-02 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Statistics_29B contains the most comprehensive account of sample surveys theory and practice to date. It is a second volume on sample surveys, with the goal of updating and extending the sampling volume published as volume 6 of the Handbook of Statistics in 1988. The present handbook is divided into two volumes (29A and 29B), with a total of 41 chapters, covering current developments in almost every aspect of sample surveys, with references to important contributions and available software. It can serve as a self contained guide to researchers and practitioners, with appropriate balance between theory and real life applications. Each of the two volumes is divided into three parts, with each part preceded by an introduction, summarizing the main developments in the areas covered in that part. Volume 1 deals with methods of sample selection and data processing, with the later including editing and imputation, handling of outliers and measurement errors, and methods of disclosure control. The volume contains also a large variety of applications in specialized areas such as household and business surveys, marketing research, opinion polls and censuses. Volume 2 is concerned with inference, distinguishing between design-based and model-based methods and focusing on specific problems such as small area estimation, analysis of longitudinal data, categorical data analysis and inference on distribution functions. The volume contains also chapters dealing with case-control studies, asymptotic properties of estimators and decision theoretic aspects. - Comprehensive account of recent developments in sample survey theory and practice - Covers a wide variety of diverse applications - Comprehensive bibliography

Handbook of Statistics_29B: Sample Surveys: Inference and Analysis

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Author :
Publisher : Elsevier
ISBN 13 : 0444534385
Total Pages : 667 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Handbook of Statistics_29B: Sample Surveys: Inference and Analysis by :

Download or read book Handbook of Statistics_29B: Sample Surveys: Inference and Analysis written by and published by Elsevier. This book was released on 2000 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Contemporary Statistics and Econometrics

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Publisher : Springer Nature
ISBN 13 : 3030732495
Total Pages : 713 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Contemporary Statistics and Econometrics by : Abdelaati Daouia

Download or read book Advances in Contemporary Statistics and Econometrics written by Abdelaati Daouia and published by Springer Nature. This book was released on 2021-06-14 with total page 713 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unique collection of contributions on modern topics in statistics and econometrics, written by leading experts in the respective disciplines and their intersections. It addresses nonparametric statistics and econometrics, quantiles and expectiles, and advanced methods for complex data, including spatial and compositional data, as well as tools for empirical studies in economics and the social sciences. The book was written in honor of Christine Thomas-Agnan on the occasion of her 65th birthday. Given its scope, it will appeal to researchers and PhD students in statistics and econometrics alike who are interested in the latest developments in their field.

Statistique non Parametrique Asymptotique

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Publisher : Springer
ISBN 13 : 3540383182
Total Pages : 184 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Statistique non Parametrique Asymptotique by : J.P. Raoult

Download or read book Statistique non Parametrique Asymptotique written by J.P. Raoult and published by Springer. This book was released on 2006-11-14 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Models and Methods for Biomedical and Technical Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 0817646191
Total Pages : 556 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Statistical Models and Methods for Biomedical and Technical Systems by : Filia Vonta

Download or read book Statistical Models and Methods for Biomedical and Technical Systems written by Filia Vonta and published by Springer Science & Business Media. This book was released on 2008-03-05 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the mathematical aspects of survival analysis and reliability as well as other topics, reflecting recent developments in the following areas: applications in epidemiology; probabilistic and statistical models and methods in reliability; models and methods in survival analysis, longevity, aging, and degradation; accelerated life models; quality of life; new statistical challenges in genomics. The work will be useful to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering.

Cahiers du Centre d'études de recherche opérationnelle

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Publisher :
ISBN 13 :
Total Pages : 580 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Cahiers du Centre d'études de recherche opérationnelle by : Centre d'études de recherche operationnelle (Belgium)

Download or read book Cahiers du Centre d'études de recherche opérationnelle written by Centre d'études de recherche operationnelle (Belgium) and published by . This book was released on 1992 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nonparametric Curve Estimation from Time Series

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Publisher : Springer
ISBN 13 : 146123686X
Total Pages : 157 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Nonparametric Curve Estimation from Time Series by : Lazlo Györfi

Download or read book Nonparametric Curve Estimation from Time Series written by Lazlo Györfi and published by Springer. This book was released on 2013-12-21 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because of the sheer size and scope of the plastics industry, the title Developments in Plastics Technology now covers an incredibly wide range of subjects or topics. No single volume can survey the whole field in any depth and what follows is, therefore, a series of chapters on selected topics. The topics were selected by us, the editors, because of their immediate relevance to the plastics industry. When one considers the advancements of the plastics processing machinery (in terms of its speed of operation and conciseness of control), it was felt that several chapters should be included which related to the types of control systems used and the correct usage of hydraulics. The importance of using cellular, rubber-modified and engineering-type plastics has had a major impact on the plastics industry and therefore a chapter on each of these subjects has been included. The two remaining chapters are on the characterisation and behaviour of polymer structures, both subjects again being of current academic or industrial interest. Each of the contributions was written by a specialist in that field and to them all, we, the editors, extend our heartfelt thanks, as writing a contribution for a book such as this, while doing a full-time job, is no easy task.

Smoothing and Regression

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Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 656 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Smoothing and Regression by : Michael G. Schimek

Download or read book Smoothing and Regression written by Michael G. Schimek and published by Wiley-Interscience. This book was released on 2000-08-07 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to a wide variety of univariate and multivariate smoothing techniques for regression Smoothing and Regression: Approaches, Computation, and Application bridges the many gaps that exist among competing univariate and multivariate smoothing techniques. It introduces, describes, and in some cases compares a large number of the latest and most advanced techniques for regression modeling. Unlike many other volumes on this topic, which are highly technical and specialized, this book discusses all methods in light of both computational efficiency and their applicability for real data analysis. Using examples of applications from the biosciences, environmental sciences, engineering, and economics, as well as medical research and marketing, this volume addresses the theory, computation, and application of each approach. A number of the techniques discussed, such as smoothing under shape restrictions or of dependent data, are presented for the first time in book form. Special features of this book include: * Comprehensive coverage of smoothing and regression with software hints and applications from a wide variety of disciplines * A unified, easy-to-follow format * Contributions from more than 25 leading researchers from around the world * More than 150 illustrations also covering new graphical techniques important for exploratory data analysis and visualization of high-dimensional problems * Extensive end-of-chapter references For professionals and aspiring professionals in statistics, applied mathematics, computer science, and econometrics, as well as for researchers in the applied and social sciences, Smoothing and Regression is a unique and important new resource destined to become one the most frequently consulted references in the field.

The Practice of Data Analysis

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Publisher : Princeton University Press
ISBN 13 : 1400851602
Total Pages : 352 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis The Practice of Data Analysis by : David R. Brillinger

Download or read book The Practice of Data Analysis written by David R. Brillinger and published by Princeton University Press. This book was released on 2014-07-14 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of essays brings together many of the world's most distinguished statisticians to discuss a wide array of the most important recent developments in data analysis. The book honors John W. Tukey, one of the most influential statisticians of the twentieth century, on the occasion of his eightieth birthday. Contributors, some of them Tukey's former students, use his general theoretical work and his specific contributions to Exploratory Data Analysis as the point of departure for their papers. They cover topics from "pure" data analysis, such as gaussianizing transformations and regression estimates, and from "applied" subjects, such as the best way to rank the abilities of chess players or to estimate the abundance of birds in a particular area. Tukey may be best known for coining the common computer term "bit," for binary digit, but his broader work has revolutionized the way statisticians think about and analyze sets of data. In a personal interview that opens the book, he reviews these extraordinary contributions and his life with characteristic modesty, humor, and intelligence. The book will be valuable both to researchers and students interested in current theoretical and practical data analysis and as a testament to Tukey's lasting influence. The essays are by Dhammika Amaratunga, David Andrews, David Brillinger, Christopher Field, Leo Goodman, Frank Hampel, John Hartigan, Peter Huber, Mia Hubert, Clifford Hurvich, Karen Kafadar, Colin Mallows, Stephan Morgenthaler, Frederick Mosteller, Ha Nguyen, Elvezio Ronchetti, Peter Rousseeuw, Allan Seheult, Paul Velleman, Maria-Pia Victoria-Feser, and Alessandro Villa. Originally published in 1998. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

Survey Methodology

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Publisher :
ISBN 13 :
Total Pages : 512 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Survey Methodology by :

Download or read book Survey Methodology written by and published by . This book was released on 2012 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Canadian Journal of Forest Research

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Publisher :
ISBN 13 :
Total Pages : 474 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Canadian Journal of Forest Research by :

Download or read book Canadian Journal of Forest Research written by and published by . This book was released on 2016-04 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advances in Econometrics and Statistics

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Publisher : Springer Nature
ISBN 13 : 303161853X
Total Pages : 617 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Recent Advances in Econometrics and Statistics by : Matteo Barigozzi

Download or read book Recent Advances in Econometrics and Statistics written by Matteo Barigozzi and published by Springer Nature. This book was released on with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt:

SAGE Quantitative Research Methods

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Publisher : SAGE
ISBN 13 : 144627571X
Total Pages : 1761 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis SAGE Quantitative Research Methods by : W Paul Vogt

Download or read book SAGE Quantitative Research Methods written by W Paul Vogt and published by SAGE. This book was released on 2011-01-01 with total page 1761 pages. Available in PDF, EPUB and Kindle. Book excerpt: For more than 40 years, SAGE has been one of the leading international publishers of works on quantitative research methods in the social sciences. This new collection provides readers with a representative sample of the best articles in quantitative methods that have appeared in SAGE journals as chosen by W. Paul Vogt, editor of other successful major reference collections such as Selecting Research Methods (2008) and Data Collection (2010). The volumes and articles are organized by theme rather than by discipline. Although there are some discipline-specific methods, most often quantitative research methods cut across disciplinary boundaries. Volume One: Fundamental Issues in Quantitative Research Volume Two: Measurement for Causal and Statistical Inference Volume Three: Alternatives to Hypothesis Testing Volume Four: Complex Designs for a Complex World

Optimum

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Publisher :
ISBN 13 :
Total Pages : 802 pages
Book Rating : 4.:/5 (38 download)

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Book Synopsis Optimum by :

Download or read book Optimum written by and published by . This book was released on 1981 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bulletin de L'Institut International de Statistique

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Publisher :
ISBN 13 :
Total Pages : 620 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Bulletin de L'Institut International de Statistique by : International Statistical Institute

Download or read book Bulletin de L'Institut International de Statistique written by International Statistical Institute and published by . This book was released on 2003 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: V. 1-5, v. 7-10 include "Bulletin bibliographique."