Weak convergence of weighted empirical processes with random weights

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ISBN 13 :
Total Pages : 15 pages
Book Rating : 4./5 ( download)

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Book Synopsis Weak convergence of weighted empirical processes with random weights by : Ibrahim A. Ahmad

Download or read book Weak convergence of weighted empirical processes with random weights written by Ibrahim A. Ahmad and published by . This book was released on 1981 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Weak Convergence of Weighted Empirical Processes of Dependent Random Variables on (0,1)

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ISBN 13 :
Total Pages : 23 pages
Book Rating : 4.:/5 (153 download)

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Book Synopsis Weak Convergence of Weighted Empirical Processes of Dependent Random Variables on (0,1) by : Christopher Stroude Withers

Download or read book Weak Convergence of Weighted Empirical Processes of Dependent Random Variables on (0,1) written by Christopher Stroude Withers and published by . This book was released on 1973 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Weak Convergence and Empirical Processes

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Publisher : Springer Science & Business Media
ISBN 13 : 1475725450
Total Pages : 523 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Weak Convergence and Empirical Processes by : Aad van der vaart

Download or read book Weak Convergence and Empirical Processes written by Aad van der vaart and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.

Weak Convergence of Weighted Empirical Processes Under Long Range Dependence with Applications to Robust Estimation in Linear Models

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ISBN 13 :
Total Pages : 150 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis Weak Convergence of Weighted Empirical Processes Under Long Range Dependence with Applications to Robust Estimation in Linear Models by : Kanchan Mukherjee

Download or read book Weak Convergence of Weighted Empirical Processes Under Long Range Dependence with Applications to Robust Estimation in Linear Models written by Kanchan Mukherjee and published by . This book was released on 1993 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Weighted Empirical Processes in Dynamic Nonlinear Models

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387954769
Total Pages : 454 pages
Book Rating : 4.9/5 (547 download)

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Book Synopsis Weighted Empirical Processes in Dynamic Nonlinear Models by : Hira L. Koul

Download or read book Weighted Empirical Processes in Dynamic Nonlinear Models written by Hira L. Koul and published by Springer Science & Business Media. This book was released on 2002-06-13 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unified approach for obtaining the limiting distributions of minimum distance. It discusses classes of goodness-of-t tests for fitting an error distribution in some of these models and/or fitting a regression-autoregressive function without assuming the knowledge of the error distribution. The main tool is the asymptotic equi-continuity of certain basic weighted residual empirical processes in the uniform and L2 metrics.

Criteria for Weak Convergence of Weighted Multivariate Empirical Processes Indexed by Points Or Rectangles Weak Convergence of Weighted Multivariate Empirical Processes

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ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (46 download)

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Book Synopsis Criteria for Weak Convergence of Weighted Multivariate Empirical Processes Indexed by Points Or Rectangles Weak Convergence of Weighted Multivariate Empirical Processes by : J. H. J. Einmahl

Download or read book Criteria for Weak Convergence of Weighted Multivariate Empirical Processes Indexed by Points Or Rectangles Weak Convergence of Weighted Multivariate Empirical Processes written by J. H. J. Einmahl and published by . This book was released on 1983 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Weighted Empirical Processes in Dynamic Nonlinear Models

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Publisher : Springer Science & Business Media
ISBN 13 : 146130055X
Total Pages : 444 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Weighted Empirical Processes in Dynamic Nonlinear Models by : Hira L. Koul

Download or read book Weighted Empirical Processes in Dynamic Nonlinear Models written by Hira L. Koul and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unified approach for obtaining the limiting distributions of minimum distance. It discusses classes of goodness-of-t tests for fitting an error distribution in some of these models and/or fitting a regression-autoregressive function without assuming the knowledge of the error distribution. The main tool is the asymptotic equi-continuity of certain basic weighted residual empirical processes in the uniform and L2 metrics.

Weak Convergence of the Weighted Sequential Empirical Process of Some Long-range Dependent Data

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ISBN 13 :
Total Pages : 15 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis Weak Convergence of the Weighted Sequential Empirical Process of Some Long-range Dependent Data by :

Download or read book Weak Convergence of the Weighted Sequential Empirical Process of Some Long-range Dependent Data written by and published by . This book was released on 2014 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Weighted Empiricals and Linear Models

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Publisher : IMS
ISBN 13 : 9780940600287
Total Pages : 286 pages
Book Rating : 4.6/5 (2 download)

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Book Synopsis Weighted Empiricals and Linear Models by : Hira L. Koul

Download or read book Weighted Empiricals and Linear Models written by Hira L. Koul and published by IMS. This book was released on 1992 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Empirical Processes and Semiparametric Inference

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Publisher : Springer Science & Business Media
ISBN 13 : 0387749780
Total Pages : 482 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Introduction to Empirical Processes and Semiparametric Inference by : Michael R. Kosorok

Download or read book Introduction to Empirical Processes and Semiparametric Inference written by Michael R. Kosorok and published by Springer Science & Business Media. This book was released on 2007-12-29 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kosorok’s brilliant text provides a self-contained introduction to empirical processes and semiparametric inference. These powerful research techniques are surprisingly useful for developing methods of statistical inference for complex models and in understanding the properties of such methods. This is an authoritative text that covers all the bases, and also a friendly and gradual introduction to the area. The book can be used as research reference and textbook.

Weak Convergence and Empirical Processes

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Publisher : Springer Nature
ISBN 13 : 3031290402
Total Pages : 693 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Weak Convergence and Empirical Processes by : A. W. van der Vaart

Download or read book Weak Convergence and Empirical Processes written by A. W. van der Vaart and published by Springer Nature. This book was released on 2023-07-11 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an account of weak convergence theory, empirical processes, and their application to a wide variety of problems in statistics. The first part of the book presents a thorough treatment of stochastic convergence in its various forms. Part 2 brings together the theory of empirical processes in a form accessible to statisticians and probabilists. In Part 3, the authors cover a range of applications in statistics including rates of convergence of estimators; limit theorems for M− and Z−estimators; the bootstrap; the functional delta-method and semiparametric estimation. Most of the chapters conclude with “problems and complements.” Some of these are exercises to help the reader’s understanding of the material, whereas others are intended to supplement the text. This second edition includes many of the new developments in the field since publication of the first edition in 1996: Glivenko-Cantelli preservation theorems; new bounds on expectations of suprema of empirical processes; new bounds on covering numbers for various function classes; generic chaining; definitive versions of concentration bounds; and new applications in statistics including penalized M-estimation, the lasso, classification, and support vector machines. The approximately 200 additional pages also round out classical subjects, including chapters on weak convergence in Skorokhod space, on stable convergence, and on processes based on pseudo-observations.

Limit Theory for Mixing Dependent Random Variables

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792342199
Total Pages : 452 pages
Book Rating : 4.3/5 (421 download)

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Book Synopsis Limit Theory for Mixing Dependent Random Variables by : Lin Zhengyan

Download or read book Limit Theory for Mixing Dependent Random Variables written by Lin Zhengyan and published by Springer Science & Business Media. This book was released on 1997-07-31 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many practical problems, observations are not independent. In this book, limit behaviour of an important kind of dependent random variables, the so-called mixing random variables, is studied. Many profound results are given, which cover recent developments in this subject, such as basic properties of mixing variables, powerful probability and moment inequalities, weak convergence and strong convergence (approximation), limit behaviour of some statistics with a mixing sample, and many useful tools are provided. Audience: This volume will be of interest to researchers and graduate students in the field of probability and statistics, whose work involves dependent data (variables).

Recent Developments in Multivariate and Random Matrix Analysis

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Publisher : Springer Nature
ISBN 13 : 3030567737
Total Pages : 377 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Recent Developments in Multivariate and Random Matrix Analysis by : Thomas Holgersson

Download or read book Recent Developments in Multivariate and Random Matrix Analysis written by Thomas Holgersson and published by Springer Nature. This book was released on 2020-09-17 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a tribute to Professor Dietrich von Rosen on the occasion of his 65th birthday. It contains a collection of twenty original papers. The contents of the papers evolve around multivariate analysis and random matrices with topics such as high-dimensional analysis, goodness-of-fit measures, variable selection and information criteria, inference of covariance structures, the Wishart distribution and growth curve models.

Mathematical Statistics and Probability Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 9400939639
Total Pages : 325 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Mathematical Statistics and Probability Theory by : Madan L. Puri

Download or read book Mathematical Statistics and Probability Theory written by Madan L. Puri and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past several years have seen the creation and extension of a very conclusive theory of statistics and probability. Many of the research workers who have been concerned with both probability and statistics felt the need for meetings that provide an opportunity for personal con tacts among scholars whose fields of specialization cover broad spectra in both statistics and probability: to discuss major open problems and new solutions, and to provide encouragement for further research through the lectures of carefully selected scholars, moreover to introduce to younger colleagues the latest research techniques and thus to stimulate their interest in research. To meet these goals, the series of Pannonian Symposia on Mathematical Statistics was organized, beginning in the year 1979: the first, second and fourth one in Bad Tatzmannsdorf, Burgenland, Austria, the third and fifth in Visegrad, Hungary. The Sixth Pannonian Symposium was held in Bad Tatzmannsdorf again, in the time between 14 and 20 September 1986, under the auspices of Dr. Heinz FISCHER, Federal Minister of Science and Research, Theodor KERY, President of the State Government of Burgenland, Dr. Franz SAUERZOPF, Vice-President of the State Govern ment of Burgenland and Dr. Josef SCHMIDL, President of the Austrian Sta tistical Central Office. The members of the Honorary Committee were Pal ERDOS, WXadisXaw ORLICZ, Pal REVESz, Leopold SCHMETTERER and Istvan VINCZE; those of the Organizing Committee were Wilfried GROSSMANN (Uni versity of Vienna), Franz KONECNY (University of Agriculture of Vienna) and, as the chairman, Wolfgang WERTZ (Technical University of Vienna).

Probability in Banach Spaces, 8: Proceedings of the Eighth International Conference

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Publisher : Springer Science & Business Media
ISBN 13 : 1461203678
Total Pages : 512 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Probability in Banach Spaces, 8: Proceedings of the Eighth International Conference by : R.M. Dudley

Download or read book Probability in Banach Spaces, 8: Proceedings of the Eighth International Conference written by R.M. Dudley and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability limit theorems in infinite-dimensional spaces give conditions un der which convergence holds uniformly over an infinite class of sets or functions. Early results in this direction were the Glivenko-Cantelli, Kolmogorov-Smirnov and Donsker theorems for empirical distribution functions. Already in these cases there is convergence in Banach spaces that are not only infinite-dimensional but nonsep arable. But the theory in such spaces developed slowly until the late 1970's. Meanwhile, work on probability in separable Banach spaces, in relation with the geometry of those spaces, began in the 1950's and developed strongly in the 1960's and 70's. We have in mind here also work on sample continuity and boundedness of Gaussian processes and random methods in harmonic analysis. By the mid-70's a substantial theory was in place, including sharp infinite-dimensional limit theorems under either metric entropy or geometric conditions. Then, modern empirical process theory began to develop, where the collection of half-lines in the line has been replaced by much more general collections of sets in and functions on multidimensional spaces. Many of the main ideas from probability in separable Banach spaces turned out to have one or more useful analogues for empirical processes. Tightness became "asymptotic equicontinuity. " Metric entropy remained useful but also was adapted to metric entropy with bracketing, random entropies, and Kolchinskii-Pollard entropy. Even norms themselves were in some situations replaced by measurable majorants, to which the well-developed separable theory then carried over straightforwardly.

Empirical Processes

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Publisher : IMS
ISBN 13 : 9780940600034
Total Pages : 200 pages
Book Rating : 4.6/5 ( download)

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Book Synopsis Empirical Processes by : Peter Gänssler

Download or read book Empirical Processes written by Peter Gänssler and published by IMS. This book was released on 1983 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Probability Theory and Mathematical Statistics

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311231932X
Total Pages : 752 pages
Book Rating : 4.1/5 (123 download)

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Book Synopsis Probability Theory and Mathematical Statistics by : B. Grigelionis

Download or read book Probability Theory and Mathematical Statistics written by B. Grigelionis and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-05-18 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Probability Theory and Mathematical Statistics".