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  • © 2020

Recent Developments in Multivariate and Random Matrix Analysis

Festschrift in Honour of Dietrich von Rosen

  • Describes recent developments in multivariate statistical analysis
  • Contains contributions on high-dimensional data analysis
  • Written by experts in the field and dedicated to Dietrich von Rosen

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-xiii
  2. Testing for Double Complete Symmetry

    • Carlos A. Coelho, Martin Singull
    Pages 17-39
  3. Comments on Maximum Likelihood Estimation and Projections Under Multivariate Statistical Models

    • Katarzyna Filipiak, Mateusz John, Augustyn Markiewicz
    Pages 51-66
  4. Growth Curve Model with Orthogonal Covariance Structure

    • Miguel Fonseca, Martin Singull
    Pages 67-81
  5. Properties of BLUEs and BLUPs in Full vs. Small Linear Models with New Observations

    • Stephen J. Haslett, Augustyn Markiewicz, Simo Puntanen
    Pages 123-146
  6. A Collection of Moments of the Wishart Distribution

    • Thomas Holgersson, Jolanta Pielaszkiewicz
    Pages 147-162
  7. Risk and Bias in Portfolio Optimization

    • Thomas Holgersson, Martin Singull
    Pages 163-173
  8. Covariance Structure Tests for t-distribution

    • Tõnu Kollo, Marju Valge
    Pages 199-217
  9. Variable Selection in Joint Mean and Covariance Models

    • Chaofeng Kou, Jianxin Pan
    Pages 219-244
  10. On Shrinkage Estimators and “Effective Degrees of Freedom”

    • Lynn R. LaMotte, Julia Volaufova, Simo Puntanen
    Pages 245-254
  11. Space Decomposition and Estimation in Multivariate Linear Models

    • Joseph Nzabanita, Innocent Ngaruye
    Pages 267-286
  12. Detection of Sparse and Weak Effects in High-Dimensional Feature Space, with an Application to Microbiome Data Analysis

    • Tatjana Pavlenko, Annika Tillander, Justine Debelius, Fredrik Boulund
    Pages 287-311

About this book

This volume is a tribute to Professor Dietrich von Rosen on the occasion of his 65th birthday. It contains a collection of twenty original papers. The contents of the papers evolve around multivariate analysis and random matrices with topics such as high-dimensional analysis, goodness-of-fit measures, variable selection and information criteria, inference of covariance structures, the Wishart distribution and growth curve models. 


Editors and Affiliations

  • Department of Economics and Statistics, Linnaeus University, Växjö, Sweden

    Thomas Holgersson

  • Department of Mathematics, Linköping University, Linköping, Sweden

    Martin Singull

About the editors

Thomas Holgersson is Professor of statistics at Linnaeus. He is currently a review panel member of the Swedish research council board and involved in the development of a nationwide graduate school in statistics. He has been working in multiple fields such as econometrics and time series analysis but is now primarily working with random matrix analysis. He is associate editor of Journal of Multivariate Analysis.

Martin Singull is Associate Professor in Mathematical Statistic and Head of Division of Mathematical Statistics at the Department of Mathematics, Linköping University. He is also Assistant Director for the Research School in Interdisciplinary Mathematics at Linköping University. Dr Singulls research focuses on supervised learning for Gaussian linear and bilinear (also known as Growth Curve) models with special focus on inference for covariance matrices with various structures.

 


Bibliographic Information

Buy it now

Buying options

eBook USD 119.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 159.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 159.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access