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Author : J.P. Raoult
Publisher : Springer
ISBN 13 : 3540383182
Total Pages : 184 pages
Book Rating : 4.5/5 (43 download)
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:
Author : Jean Pierre Raoult
Publisher : Springer
ISBN 13 : 9780387102399
Total Pages : 175 pages
Book Rating : 4.1/5 (23 download)
Download or read book Statistique Non Paramétrique Asymptotique written by Jean Pierre Raoult and published by Springer. This book was released on 1980-01-01 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Philippe Capéraà
Publisher : Presses Université Laval
ISBN 13 : 9782040165437
Total Pages : 380 pages
Book Rating : 4.1/5 (654 download)
Download or read book Méthodes et modèles en statistique non paramétrique written by Philippe Capéraà and published by Presses Université Laval. This book was released on 1988 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jean-Jacques Droesbeke
Publisher : Editions TECHNIP
ISBN 13 : 2710809583
Total Pages : 452 pages
Book Rating : 4.7/5 (18 download)
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.
Author : Alexandre B. Tsybakov
Publisher : Springer Science & Business Media
ISBN 13 : 9783540405924
Total Pages : 196 pages
Book Rating : 4.4/5 (59 download)
Download or read book Introduction à l'estimation non paramétrique written by Alexandre B. Tsybakov and published by Springer Science & Business Media. This book was released on 2003-09-05 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: La théorie de l'estimation non-paramétrique s'est développée considérablement ces deux dernières décennies, en se fixant pour objectif quelques thèmes principaux, en particulier, l'étude de l'optimalité des estimateurs et l'estimation adaptative. Ces deux thèmes occupent la place centrale dans le livre. Il s'agit de présenter, pour quelques modèles et exemples simples, les idées principales de l'estimation non-paramétrique. Quelques sujets abordés sont: les méthodes de noyaux, de projection et de polynômes locaux, vitesses optimales de convergence, le théorème de Pinsker, les inégalités d'oracle, l'adaptation au sens minimax. Un chapitre est consacré à l'exposition détaillée des différentes techniques de minoration du risque minimax.
Author : Jean-Pierre Lecoutre
Publisher :
ISBN 13 :
Total Pages : 468 pages
Book Rating : 4.F/5 ( download)
Download or read book Statistique non paramétrique et robustesse written by Jean-Pierre Lecoutre and published by . This book was released on 1987 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jean Pierre Raoult
Publisher :
ISBN 13 :
Total Pages : 175 pages
Book Rating : 4.:/5 (69 download)
Download or read book Statistique non parametrique asymptotique written by Jean Pierre Raoult and published by . This book was released on 1980 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : J. P. Florens
Publisher : Facultes Universitaires Saint-Louis
ISBN 13 :
Total Pages : 270 pages
Book Rating : 4.3/5 (91 download)
Download or read book Asymptotic Theory for Non I.i.d. Processes written by J. P. Florens and published by Facultes Universitaires Saint-Louis. This book was released on 1986 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of papers presented at the Fifth Franco-Belgian Meeting of Statisticians, held in Luminy-Marseille (France) on November 23-24, 1984. The diversity of these papers reflects the broadness of the topic of the meeting : the asymptotic theory for non i.i.d. processes. First of all, asymptotic theory is focused on various types of convergence : almost sure convergence, convergence in distribution and convergence in variation. In an other direction, relaxing the hypothesis of i.i.d. processes leads to consider a large variety of situations, characterized either by hypotheses on the marginal model (i.e. after integration with respect to parameters or exogenous variables) such as stationarity, exchangeability of Markovian property or by assumptions on the model conditionally on exogenoous variables. The main tools used in such situations are martingale theory and the ergodic theorem. They may be applied in various situations such as posterior expectations in Bayesian analysis, rational expectations, generalized residuals and mixing conditions in conditional models or predictions in nonstationary q-dependent processes. All the above concepts are met both theoretically and through applications in the present volume.
Author : Madan Lal Puri
Publisher : Walter de Gruyter
ISBN 13 : 3110917815
Total Pages : 804 pages
Book Rating : 4.1/5 (19 download)
Download or read book Nonparametric Methods in Statistics and Related Topics written by Madan Lal Puri and published by Walter de Gruyter. This book was released on 2013-02-06 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professor Puri is one of the most versatile and prolific researchers in the world in mathematical statistics. His research areas include nonparametric statistics, order statistics, limit theory under mixing, time series, splines, tests of normality, generalized inverses of matrices and related topics, stochastic processes, statistics of directional data, random sets, and fuzzy sets and fuzzy measures. His fundamental contributions in developing new rank-based methods and precise evaluation of the standard procedures, asymptotic expansions of distributions of rank statistics, as well as large deviation results concerning them, span such areas as analysis of variance, analysis of covariance, multivariate analysis, and time series, to mention a few. His in-depth analysis has resulted in pioneering research contributions to prominent journals that have substantial impact on current research. This book together with the other two volumes (Volume 2: Probability Theory and Extreme Value Theory; Volume 3: Time Series, Fuzzy Analysis and Miscellaneous Topics), are a concerted effort to make his research works easily available to the research community. The sheer volume of the research output by him and his collaborators, coupled with the broad spectrum of the subject matters investigated, and the great number of outlets where the papers were published, attach special significance in making these works easily accessible. The papers selected for inclusion in this work have been classified into three volumes each consisting of several parts. All three volumes carry a final part consisting of the contents of the other two, as well as the complete list of Professor Puri's publications.
Author : Jorge Ortiz Pinilla (auteur d'une thèse de sciences.)
Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.:/5 (464 download)
Download or read book Statistiques non paramétriques written by Jorge Ortiz Pinilla (auteur d'une thèse de sciences.) and published by . This book was released on 1979 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Vladimir E. Bening
Publisher : VSP
ISBN 13 : 9789067643238
Total Pages : 312 pages
Book Rating : 4.6/5 (432 download)
Download or read book Asymptotic Theory of Testing Statistical Hypotheses written by Vladimir E. Bening and published by VSP. This book was released on 2000-01-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series is devoted to the publication of high-level monographs and surveys which cover the whole spectrum of probability and statistics. The books of the series are addressed to both experts and advanced students.
Author : Madan Lal Puri
Publisher : Walter de Gruyter
ISBN 13 : 3110917831
Total Pages : 792 pages
Book Rating : 4.1/5 (19 download)
Download or read book Time Series, Fuzzy Analysis and Miscellaneous Topics written by Madan Lal Puri and published by Walter de Gruyter. This book was released on 2011-08-02 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professor Puri is one of the most versatile and prolific researchers in the world in mathematical statistics. His research areas include nonparametric statistics, order statistics, limit theory under mixing, time series, splines, tests of normality, generalized inverses of matrices and related topics, stochastic processes, statistics of directional data, random sets, and fuzzy sets and fuzzy measures. His fundamental contributions in developing new rank-based methods and precise evaluation of the standard procedures, asymptotic expansions of distributions of rank statistics, as well as large deviation results concerning them, span such areas as analysis of variance, analysis of covariance, multivariate analysis, and time series, to mention a few. His in-depth analysis has resulted in pioneering research contributions to prominent journals that have substantial impact on current research.This book together with the other two volumes (Volume 1: Nonparametric Methods in Statistics and Related Topics; Volume 2: Probability Theory and Extreme Value Theory), are a concerted effort to make his research works easily available to the research community. The sheer volume of the research output by him and his collaborators, coupled with the broad spectrum of the subject matters investigated, and the great number of outlets where the papers were published, attach special significance in making these works easily accessible.The papers selected for inclusion in this work have been classified into three volumes each consisting of several parts. All three volumes carry a final part consisting of the contents of the other two, as well as the complete list of Professor Puri's publications.
Author : Masafumi Akahira
Publisher : Springer Science & Business Media
ISBN 13 : 1461259274
Total Pages : 253 pages
Book Rating : 4.4/5 (612 download)
Download or read book Asymptotic Efficiency of Statistical Estimators: Concepts and Higher Order Asymptotic Efficiency written by Masafumi Akahira and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is a collection of results recently obtained by the authors. Most of these have been published, while others are awaitlng publication. Our investigation has two main purposes. Firstly, we discuss higher order asymptotic efficiency of estimators in regular situa tions. In these situations it is known that the maximum likelihood estimator (MLE) is asymptotically efficient in some (not always specified) sense. However, there exists here a whole class of asymptotically efficient estimators which are thus asymptotically equivalent to the MLE. It is required to make finer distinctions among the estimators, by considering higher order terms in the expansions of their asymptotic distributions. Secondly, we discuss asymptotically efficient estimators in non regular situations. These are situations where the MLE or other estimators are not asymptotically normally distributed, or where l 2 their order of convergence (or consistency) is not n / , as in the regular cases. It is necessary to redefine the concept of asympto tic efficiency, together with the concept of the maximum order of consistency. Under the new definition as asymptotically efficient estimator may not always exist. We have not attempted to tell the whole story in a systematic way. The field of asymptotic theory in statistical estimation is relatively uncultivated. So, we have tried to focus attention on such aspects of our recent results which throw light on the area.
Author : Madan Lal Puri
Publisher : VSP
ISBN 13 : 9789067643863
Total Pages : 796 pages
Book Rating : 4.6/5 (438 download)
Download or read book Madan Lal Puri Selected Collected Works written by Madan Lal Puri and published by VSP. This book was released on 2003-01-01 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professor Puri is one of the most versatile and prolific researchers in the world in mathematical statistics. His research areas include nonparametric statistics, order statistics, limit theory under mixing, time series, splines, tests of normality, generalized inverses of matrices and related topics, stochastic processes, statistics of directional data, random sets, and fuzzy sets and fuzzy measures. His fundamental contributions in developing new rank-based methods and precise evaluation of the standard procedures, asymptotic expansions of distributions of rank statistics, as well as large deviation results concerning them, span such areas as analysis of variance, analysis of covariance, multivariate analysis, and time series, to mention a few. His in-depth analysis has resulted in pioneering research contributions to prominent journals that have substantial impact on current research. This book together with the other two volumes (Volume 1: Nonparametric Methods in Statistics and Related Topics; Volume 2: Probability Theory and Extreme Value Theory), are a concerted effort to make his research works easily available to the research community. The sheer volume of the research output by him and his collaborators, coupled with the broad spectrum of the subject matters investigated, and the great number of outlets where the papers were published, attach special significance in making these works easily accessible. The papers selected for inclusion in this work have been classified into three volumes each consisting of several parts. All three volumes carry a final part consisting of the contents of the other two, as well as the complete list of Professor Puri's publications.
Author : Editor IJSMI
Publisher : International Journal of Statistics and Medical Informatics
ISBN 13 :
Total Pages : 103 pages
Book Rating : 4.8/5 (57 download)
Download or read book Introduction to Business Statistics through R software written by Editor IJSMI and published by International Journal of Statistics and Medical Informatics. This book was released on 2023-07-02 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are now widely used in different fields such as Business and Management, Economics, Biological, Physical sciences and including the new fields such as Data Science and Machine Learning. The data which form the basis for the statistical methods helps us to take scientific and informed decisions. Statistical methods deal with the collection, compilation, analysis and making inference from the data. This book deals with the statistical methods which are useful in Business and Management decision making. The methods include Probability, Sampling, Correlation, Regression and Hypothesis Testing, Time Series, Forecasting and Non-Parametric tests and advanced statistical models. The book uses open source R statistical software to carry out different statistical analysis with sample datasets. This book is third in series of Statistics books by the Author. Some of the contents are adopted from the author’s previous statistical book introduction to statistical methods and non-parametric methods.
Author : Narayanaswamy Balakrishnan
Publisher : John Wiley & Sons
ISBN 13 : 1118595963
Total Pages : 953 pages
Book Rating : 4.1/5 (185 download)
Download or read book Methods and Applications of Statistics in Clinical Trials, Volume 2 written by Narayanaswamy Balakrishnan and published by John Wiley & Sons. This book was released on 2014-06-16 with total page 953 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods and Applications of Statistics in Clinical Trials, Volume 2: Planning, Analysis, and Inferential Methods includes updates of established literature from the Wiley Encyclopedia of Clinical Trials as well as original material based on the latest developments in clinical trials. Prepared by a leading expert, the second volume includes numerous contributions from current prominent experts in the field of medical research. In addition, the volume features: • Multiple new articles exploring emerging topics, such as evaluation methods with threshold, empirical likelihood methods, nonparametric ROC analysis, over- and under-dispersed models, and multi-armed bandit problems • Up-to-date research on the Cox proportional hazard model, frailty models, trial reports, intrarater reliability, conditional power, and the kappa index • Key qualitative issues including cost-effectiveness analysis, publication bias, and regulatory issues, which are crucial to the planning and data management of clinical trials
Author : Fortunato Pesarin
Publisher : John Wiley & Sons
ISBN 13 : 9780470689523
Total Pages : 448 pages
Book Rating : 4.6/5 (895 download)
Download or read book Permutation Tests for Complex Data written by Fortunato Pesarin and published by John Wiley & Sons. This book was released on 2010-02-25 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today’s current thinking. Key Features: Examines the most up-to-date methodologies of univariate and multivariate permutation testing. Includes extensive software codes in MATLAB, R and SAS, featuring worked examples, and uses real case studies from both experimental and observational studies. Includes a standalone free software NPC Test Release 10 with a graphical interface which allows practitioners from every scientific field to easily implement almost all complex testing procedures included in the book. Presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses. A supplementary website containing all of the data sets examined in the book along with ready to use software codes. Together with a wide set of application cases, the Authors present a thorough theory of permutation testing both with formal description and proofs, and analysing real case studies. Practitioners and researchers, working in different scientific fields such as engineering, biostatistics, psychology or medicine will benefit from this book.
