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 187-191) 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
- 10.1007/978-3-642-25532-8
- 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 187-191) 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
- 10.1007/978-3-642-25532-8
- 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
Library Links
Embed
Settings
Select options that apply then copy and paste the RDF/HTML data fragment to include in your application
Embed this data in a secure (HTTPS) page:
Layout options:
Include data citation:
<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Asymptotics-for-associated-random-variables/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/Asymptotics-for-associated-random-variables/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>
Note: Adjust the width and height settings defined in the RDF/HTML code fragment to best match your requirements
Preview
Cite Data - Experimental
Data Citation of the Item Asymptotics for associated random variables, Paulo Eduardo Oliveira
Copy and paste the following RDF/HTML data fragment to cite this resource
<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Asymptotics-for-associated-random-variables/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/Asymptotics-for-associated-random-variables/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>
