The Resource Asymptotics for associated random variables, Paulo Eduardo Oliveira
Asymptotics for associated random variables, Paulo Eduardo Oliveira
Resource Information
The item Asymptotics for associated random variables, Paulo Eduardo Oliveira represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Asymptotics for associated random variables, Paulo Eduardo Oliveira represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
 Summary
 The book concerns the notion of association in probability and statistics. Association and some other positive dependence notions were introduced in 1966 and 1967 but received little attention from the probabilistic and statistics community. The interest in these dependence notions increased in the last 15 to 20 years, and many asymptotic results were proved and improved. Despite this increased interest, characterizations and results remained essentially scattered in the literature published in different journals. The goal of this book is to bring together the bulk of these results, presenting the theory in a unified way, explaining relations and implications of the results. It will present basic definitions and characterizations, followed by a collection of relevant inequalities. These are then applied to characterize almost sure and weak convergence of sequences of associated variables. It will also cover applications of positive dependence to the characterization of asymptotic results in nonparametric statistics. The book is directed towards researchers in probability and statistics, withparticular emphasis on people interested in nonparametric methods. It will also be of interest to graduate students in those areas. The book could also be used as a reference on association in a course covering dependent variables and their asymptotics. As prerequisite, readers should have knowledge of basic probability on the reals and on metric spaces. Some acquaintance with the asymptotics of random functions, such us empirical processes and partial sums processes, is useful but not essential
 Language
 eng
 Extent
 1 online resource (x, 194 pages)
 Contents

 Positive Dependence
 Inequalities
 Almost Sure Convergence
 Convergence in Distribution
 Convergence in Distribution
 Functional Results
 Appendices A General Iinequalities
 B General Results on Large
 C Miscellaneous
 References
 Index
 Isbn
 9783642255328
 Label
 Asymptotics for associated random variables
 Title
 Asymptotics for associated random variables
 Statement of responsibility
 Paulo Eduardo Oliveira
 Subject

 Asymptotes
 Asymptotes
 Distribution (Probability theory)
 MATHEMATICS  Applied
 MATHEMATICS  Probability & Statistics  General
 Mathematical statistics
 Asymptotes
 Random variables
 Random variables
 Random variables
 Statistical Theory and Methods
 Statistics as Topic
 Statistics, general
 Probability Theory and Stochastic Processes
 Language
 eng
 Summary
 The book concerns the notion of association in probability and statistics. Association and some other positive dependence notions were introduced in 1966 and 1967 but received little attention from the probabilistic and statistics community. The interest in these dependence notions increased in the last 15 to 20 years, and many asymptotic results were proved and improved. Despite this increased interest, characterizations and results remained essentially scattered in the literature published in different journals. The goal of this book is to bring together the bulk of these results, presenting the theory in a unified way, explaining relations and implications of the results. It will present basic definitions and characterizations, followed by a collection of relevant inequalities. These are then applied to characterize almost sure and weak convergence of sequences of associated variables. It will also cover applications of positive dependence to the characterization of asymptotic results in nonparametric statistics. The book is directed towards researchers in probability and statistics, withparticular emphasis on people interested in nonparametric methods. It will also be of interest to graduate students in those areas. The book could also be used as a reference on association in a course covering dependent variables and their asymptotics. As prerequisite, readers should have knowledge of basic probability on the reals and on metric spaces. Some acquaintance with the asymptotics of random functions, such us empirical processes and partial sums processes, is useful but not essential
 Cataloging source
 GW5XE
 http://library.link/vocab/creatorName
 Oliveira, Paulo Eduardo
 Dewey number
 519.2/3
 Index
 index present
 LC call number
 QA273.5
 LC item number
 .O45 2012
 Literary form
 non fiction
 Nature of contents

 dictionaries
 bibliography
 NLM call number
 Online Book
 http://library.link/vocab/subjectName

 Random variables
 Asymptotes
 Statistics as Topic
 MATHEMATICS
 MATHEMATICS
 Asymptotes
 Random variables
 Label
 Asymptotics for associated random variables, Paulo Eduardo Oliveira
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references (pages 187191) and index
 Carrier category
 online resource
 Carrier category code

 cr
 Carrier MARC source
 rdacarrier
 Color
 multicolored
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 Positive Dependence  Inequalities  Almost Sure Convergence  Convergence in Distribution  Convergence in Distribution  Functional Results  Appendices A General Iinequalities  B General Results on Large  C Miscellaneous  References  Index
 Control code
 773812727
 Dimensions
 unknown
 Extent
 1 online resource (x, 194 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9783642255328
 Level of compression
 unknown
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code

 c
 Other control number
 10.1007/9783642255328
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)773812727
 Label
 Asymptotics for associated random variables, Paulo Eduardo Oliveira
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references (pages 187191) and index
 Carrier category
 online resource
 Carrier category code

 cr
 Carrier MARC source
 rdacarrier
 Color
 multicolored
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 Positive Dependence  Inequalities  Almost Sure Convergence  Convergence in Distribution  Convergence in Distribution  Functional Results  Appendices A General Iinequalities  B General Results on Large  C Miscellaneous  References  Index
 Control code
 773812727
 Dimensions
 unknown
 Extent
 1 online resource (x, 194 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9783642255328
 Level of compression
 unknown
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code

 c
 Other control number
 10.1007/9783642255328
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Sound
 unknown sound
 Specific material designation
 remote
 System control number
 (OCoLC)773812727
Subject
 Asymptotes
 Asymptotes
 Distribution (Probability theory)
 MATHEMATICS  Applied
 MATHEMATICS  Probability & Statistics  General
 Mathematical statistics
 Asymptotes
 Random variables
 Random variables
 Random variables
 Statistical Theory and Methods
 Statistics as Topic
 Statistics, general
 Probability Theory and Stochastic Processes
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Asymptoticsforassociatedrandomvariables/Juh3jNOEYN4/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Asymptoticsforassociatedrandomvariables/Juh3jNOEYN4/">Asymptotics for associated random variables, Paulo Eduardo Oliveira</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>