On Nonparametric Tests Of Independence And Robust Canonical Correlation Analysis
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On Nonparametric Tests Of Independence And Robust Canonical Correlation Analysis
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Author : Sara Taskinen
language : en
Publisher:
Release Date : 2003
On Nonparametric Tests Of Independence And Robust Canonical Correlation Analysis written by Sara Taskinen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Multivariate analysis categories.
Robust Correlation
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Author : Georgy L. Shevlyakov
language : en
Publisher: John Wiley & Sons
Release Date : 2016-09-19
Robust Correlation written by Georgy L. Shevlyakov and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-19 with Mathematics categories.
This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data. Key features: Makes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields. Focuses on implementation of methodology and application of robust correlation with R. Introduces the main approaches in robust statistics, such as Huber’s minimax approach and Hampel’s approach based on influence functions. Explores various robust estimates of the correlation coefficient including the minimax variance and bias estimates as well as the most B- and V-robust estimates. Contains applications of robust correlation methods to exploratory data analysis, multivariate statistics, statistics of time series, and to real-life data. Includes an accompanying website featuring computer code and datasets Features exercises and examples throughout the text using both small and large data sets. Theoretical and applied statisticians, specialists in multivariate statistics, robust statistics, robust time series analysis, data analysis and signal processing will benefit from this book. Practitioners who use correlation based methods in their work as well as postgraduate students in statistics will also find this book useful.
Developments In Robust Statistics
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Author : Rudolf Dutter
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Developments In Robust Statistics written by Rudolf Dutter and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
Aspects of Robust Statistics are important in many areas. Based on the International Conference on Robust Statistics 2001 (ICORS 2001) in Vorau, Austria, this volume discusses future directions of the discipline, bringing together leading scientists, experienced researchers and practitioners, as well as younger researchers. The papers cover a multitude of different aspects of Robust Statistics. For instance, the fundamental problem of data summary (weights of evidence) is considered and its robustness properties are studied. Further theoretical subjects include e.g.: robust methods for skewness, time series, longitudinal data, multivariate methods, and tests. Some papers deal with computational aspects and algorithms. Finally, the aspects of application and programming tools complete the volume.
Canonical Analysis And Factor Comparison
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Author : Mark S. Levine
language : en
Publisher: SAGE
Release Date : 1977-04
Canonical Analysis And Factor Comparison written by Mark S. Levine and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977-04 with Mathematics categories.
Canonical correlational analysis; Factor comparison techniques; References.
The Use Of Canonical Correlation Analysis And Heliograph For Explaining Patterns Of Political Integration Among Migrants In Host Societies
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Author : Pablo Nicolás Biderbost
language : en
Publisher:
Release Date : 2019
The Use Of Canonical Correlation Analysis And Heliograph For Explaining Patterns Of Political Integration Among Migrants In Host Societies written by Pablo Nicolás Biderbost and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Canonical correlation (Statistics) categories.
Canonical correlation analysis is a robust quantitative method for exploring the values related to two sets (independent and dependent) of variables. The study of patterns of political integration of migrants in host societies fits perfectly to this methodological rule. In this research, canonical correlation analysis was applied for detecting how different explanatory variables are producing different levels of civic competencies among youngsters with migrant and native background in Spain. Canonical correlation analysis results are generally visualized through non-reader-friendly tables. On the contrary, in this opportunity, the empirical evidence is shown through heliographs. This is an innovative method of data visualization in which information related to different subsamples is seen simultaneously. Readers of this case study will learn when and under which circumstances it is appropriate to use both innovative methods.
Modern Nonparametric Robust And Multivariate Methods
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Author : Klaus Nordhausen
language : en
Publisher: Springer
Release Date : 2015-10-05
Modern Nonparametric Robust And Multivariate Methods written by Klaus Nordhausen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-05 with Mathematics categories.
Written by leading experts in the field, this edited volume brings together the latest findings in the area of nonparametric, robust and multivariate statistical methods. The individual contributions cover a wide variety of topics ranging from univariate nonparametric methods to robust methods for complex data structures. Some examples from statistical signal processing are also given. The volume is dedicated to Hannu Oja on the occasion of his 65th birthday and is intended for researchers as well as PhD students with a good knowledge of statistics.
Mathematical Reviews
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Author :
language : en
Publisher:
Release Date : 2004
Mathematical Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Mathematics categories.
Canonical Correlation Analysis
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Author : Bruce Thompson
language : en
Publisher: SAGE
Release Date : 1984-11
Canonical Correlation Analysis written by Bruce Thompson and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984-11 with Mathematics categories.
Recent advances both in statistical methodology and in computer automation are making canonical correlation analysis available to more and more researchers. In an essentially nonmathematical presentation that provides numerous examples, this volume explains the basic features of this sophisticated technique. Learn more about "The Little Green Book" - QASS Series! Click Here
Robust Multivariate Analysis
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Author : David J. Olive
language : en
Publisher: Springer
Release Date : 2017-11-28
Robust Multivariate Analysis written by David J. Olive and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-28 with Mathematics categories.
This text presents methods that are robust to the assumption of a multivariate normal distribution or methods that are robust to certain types of outliers. Instead of using exact theory based on the multivariate normal distribution, the simpler and more applicable large sample theory is given. The text develops among the first practical robust regression and robust multivariate location and dispersion estimators backed by theory. The robust techniques are illustrated for methods such as principal component analysis, canonical correlation analysis, and factor analysis. A simple way to bootstrap confidence regions is also provided. Much of the research on robust multivariate analysis in this book is being published for the first time. The text is suitable for a first course in Multivariate Statistical Analysis or a first course in Robust Statistics. This graduate text is also useful for people who are familiar with the traditional multivariate topics, but want to know more about handling data sets with outliers. Many R programs and R data sets are available on the author’s website.
The Corsini Encyclopedia Of Psychology Volume 3
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Author : Irving B. Weiner
language : en
Publisher: John Wiley & Sons
Release Date : 2010-01-19
The Corsini Encyclopedia Of Psychology Volume 3 written by Irving B. Weiner and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-19 with Psychology categories.
Psychologists, researchers, teachers, and students need complete and comprehensive information in the fields of psychology and behavioral science. The Corsini Encyclopedia of Psychology, Volume Three has been the reference of choice for almost three decades. This indispensable resource is updated and expanded to include much new material. It uniquely and effectively blends psychology and behavioral science. The Fourth Edition features over 1,200 entries; complete coverage of DSM disorders; and a bibliography of over 10,000 citations. Readers will benefit from up-to-date and authoritative coverage of every major area of psychology.