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Multivariate Dispersion, Central Regions, and Depth: The Lift Zonoid Approach

Posted By: AvaxGenius
Date: 6 Aug 2023 16:12:24
Multivariate Dispersion, Central Regions, and Depth: The Lift Zonoid Approach

Multivariate Dispersion, Central Regions, and Depth: The Lift Zonoid Approach by Karl Mosler
English | PDF | 2002 | 303 Pages | ISBN : 0387954120 | 21.8 MB

This book introduces a new representation of probability measures, the lift zonoid representation, and demonstrates its usefulness in statistical applica­ tions. The material divides into nine chapters. Chapter 1 exhibits the main idea of the lift zonoid representation and surveys the principal results of later chap­ ters without proofs. Chapter 2 provides a thorough investigation into the theory of the lift zonoid. All principal properties of the lift zonoid are col­ lected here for later reference. The remaining chapters present applications of the lift zonoid approach to various fields of multivariate analysis. Chap­ ter 3 introduces a family of central regions, the zonoid trimmed regions, by which a distribution is characterized.
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Multivariate Nonparametric Methods with R: An approach based on spatial signs and ranks (Repost)

Posted By: AvaxGenius
Date: 15 May 2022 18:42:14
Multivariate Nonparametric Methods with R: An approach based on spatial signs and ranks (Repost)

Multivariate Nonparametric Methods with R: An approach based on spatial signs and ranks by Hannu Oja
English | PDF | 2010 | 238 Pages | ISBN : 1441904670 | 2 MB

This book offers a new, fairly efficient, and robust alternative to analyzing multivariate data. The analysis of data based on multivariate spatial signs and ranks proceeds very much as does a traditional multivariate analysis relying on the assumption of multivariate normality; the regular L2 norm is just replaced by different L1 norms, observation vectors are replaced by spatial signs and ranks, and so on. A unified methodology starting with the simple one-sample multivariate location problem and proceeding to the general multivariate multiple linear regression case is presented.
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Quantitative Epidemiology

Posted By: AvaxGenius
Date: 28 Feb 2022 22:56:29
Quantitative Epidemiology

Quantitative Epidemiology by Xinguang Chen
English | EPUB | 2021 | 353 Pages | ISBN : 303083851X | 70 MB

This book is designed to train graduate students across disciplines within the fields of public health and medicine, with the goal of guiding them in the transition to independent researchers.
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Methodology and Applications of Statistics: A Volume in Honor of C.R. Rao on the Occasion of his 100th Birthday

Posted By: AvaxGenius
Date: 4 Jan 2022 14:46:27
Methodology and Applications of Statistics: A Volume in Honor of C.R. Rao on the Occasion of his 100th Birthday

Methodology and Applications of Statistics: A Volume in Honor of C.R. Rao on the Occasion of his 100th Birthday by Barry C. Arnold
English | PDF,EPUB | 2021 | 447 Pages | ISBN : 303083669X | 45.9 MB

Dedicated to one of the most outstanding researchers in the field of statistics, this volume in honor of C.R. Rao, on the occasion of his 100th birthday, provides a bird’s-eye view of a broad spectrum of research topics, paralleling C.R. Rao’s wide-ranging research interests.
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