The Resource Robust rank-based and nonparametric methods : Michigan, USA, April 2015 : selected, revised, and extended contributions, Regina Y. Liu, Joseph W. McKean, editors

Robust rank-based and nonparametric methods : Michigan, USA, April 2015 : selected, revised, and extended contributions, Regina Y. Liu, Joseph W. McKean, editors

Label
Robust rank-based and nonparametric methods : Michigan, USA, April 2015 : selected, revised, and extended contributions
Title
Robust rank-based and nonparametric methods
Title remainder
Michigan, USA, April 2015 : selected, revised, and extended contributions
Statement of responsibility
Regina Y. Liu, Joseph W. McKean, editors
Creator
Contributor
Editor
Subject
Genre
Language
eng
Summary
The contributors to this volume include many of the distinguished researchers in this area. Many of these scholars have collaborated with Joseph McKean to develop underlying theory for these methods, obtain small sample corrections, and develop efficient algorithms for their computation. The papers cover the scope of the area, including robust nonparametric rank-based procedures through Bayesian and big data rank-based analyses. Areas of application include biostatistics and spatial areas. Over the last 30 years, robust rank-based and nonparametric methods have developed considerably. These procedures generalize traditional Wilcoxon-type methods for one- and two-sample location problems. Research into these procedures has culminated in complete analyses for many of the models used in practice including linear, generalized linear, mixed, and nonlinear models. Settings are both multivariate and univariate. With the development of R packages in these areas, computation of these procedures is easily shared with readers and implemented. This book is developed from the International Conference on Robust Rank-Based and Nonparametric Methods, held at Western Michigan University in April 2015. Includes theoretical research, novel applications of the methods, and research in computational procedures for these methods Topics span robust rank-based procedures for current models, like general linear models and cluster correlated models; robust rank-based multivariate methods, including affine invariant procedures; robust procedures for spatial analyses; and robust rank-based Bayesian procedures Includes implementation in R packages where possible
Member of
Cataloging source
N$T
Dewey number
519.5/4
Index
index present
LC call number
QA278.8
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
International Conference on Robust Rank-Based and Nonparametric Methods
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1944-
http://library.link/vocab/relatedWorkOrContributorName
  • Liu, Regina Y.
  • McKean, Joseph W.
Series statement
Springer proceedings in mathematics & statistics
Series volume
volume 168
http://library.link/vocab/subjectName
  • Nonparametric statistics
  • Robust optimization
  • Robust statistics
  • MATHEMATICS
  • MATHEMATICS
  • Nonparametric statistics
  • Robust optimization
  • Robust statistics
  • Life sciences: general issues
  • Probability & statistics
Label
Robust rank-based and nonparametric methods : Michigan, USA, April 2015 : selected, revised, and extended contributions, Regina Y. Liu, Joseph W. McKean, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-39065-9
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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
1 Rank-Based Analysis of Linear Models and Beyond: A Review -- 2 Robust Signed-Rank Variable Selection in Linear Regression -- 3 Generalized Rank-Based Estimates for Linear Models with Cluster Correlated Data -- 4 Iterated Reweighted Rank-Based Estimates for GEE Models -- 5 On the Asymptotic Distribution of a Weighted Least Absolute Deviation Estimate for a Bifurcating Autoregressive Process -- 6 Applications of Robust Regression to "Big" Data Problems -- 7 Rank-Based Inference for Multivariate Data in Factorial Designs -- 8 Two-Sample Rank-Sum Test for Order Restricted Randomized Designs -- 9 On a Partially Sequential Ranked Set Sampling Paradigm -- 10 A New Scale-Invariant Nonparametric Test for Two-Sample Bivariate Location Problem with Application -- 11 Influence Functions and Efficiencies of k-Step Hettmansperger-Randles Estimators for Multivariate Location and Regression -- 12 New Nonparametric Tests for Comparing Multivariate Scales Using Data Depth -- 13 Multivariate Autoregressive Time Series Using Schweppe Weighted Wilcoxon Estimates -- 14 Median Stable Distributions -- 15 Confidence Intervals for Mean Difference between Two Delta-distributions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319390659
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)958936554
  • (OCoLC)ocn958936554
Label
Robust rank-based and nonparametric methods : Michigan, USA, April 2015 : selected, revised, and extended contributions, Regina Y. Liu, Joseph W. McKean, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-39065-9
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references 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
1 Rank-Based Analysis of Linear Models and Beyond: A Review -- 2 Robust Signed-Rank Variable Selection in Linear Regression -- 3 Generalized Rank-Based Estimates for Linear Models with Cluster Correlated Data -- 4 Iterated Reweighted Rank-Based Estimates for GEE Models -- 5 On the Asymptotic Distribution of a Weighted Least Absolute Deviation Estimate for a Bifurcating Autoregressive Process -- 6 Applications of Robust Regression to "Big" Data Problems -- 7 Rank-Based Inference for Multivariate Data in Factorial Designs -- 8 Two-Sample Rank-Sum Test for Order Restricted Randomized Designs -- 9 On a Partially Sequential Ranked Set Sampling Paradigm -- 10 A New Scale-Invariant Nonparametric Test for Two-Sample Bivariate Location Problem with Application -- 11 Influence Functions and Efficiencies of k-Step Hettmansperger-Randles Estimators for Multivariate Location and Regression -- 12 New Nonparametric Tests for Comparing Multivariate Scales Using Data Depth -- 13 Multivariate Autoregressive Time Series Using Schweppe Weighted Wilcoxon Estimates -- 14 Median Stable Distributions -- 15 Confidence Intervals for Mean Difference between Two Delta-distributions
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319390659
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)958936554
  • (OCoLC)ocn958936554

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