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Statistical Modelling in Biostatistics and Bioinformatics

Selected Papers

  • Gilbert MacKenzie
  • Defen Peng

Part of the Contributions to Statistics book series (CONTRIB.STAT.)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Gilbert MacKenzie, Defen Peng
    Pages 1-6
  3. Survival Modelling

  4. Longitudinal Modelling and Time Series

  5. Statistical Model Development

    1. Front Matter
      Pages 109-109
    2. Roger W. Payne
      Pages 111-124
    3. Norma Bargary, J. Hinde, A. Augusto F. Garcia
      Pages 139-157
  6. Applied Statistical Modelling

    1. Front Matter
      Pages 185-185
    2. Caroline Brophy, D. Gibson, P. W. Wayne, J. Connolly
      Pages 213-219
    3. Susana Conde, Gilbert MacKenzie
      Pages 221-242
  7. Back Matter
    Pages 243-244

About this book

Introduction

​This book presents selected papers on statistical model development related mainly to the fields of Biostatistics and Bioinformatics. The coverage of the material falls squarely into the following categories: (a) Survival analysis and multivariate survival analysis, (b) Time series and longitudinal data analysis, (c) Statistical model development and (d) Applied statistical modelling. Innovations in statistical modelling are presented throughout each of the four areas, with some intriguing new ideas on hierarchical generalized non-linear models and on frailty models with structural dispersion, just to mention two examples. The contributors include distinguished international statisticians such as Philip Hougaard, John Hinde, Il Do Ha, Roger Payne and Alessandra Durio, among others, as well as promising newcomers. Some of the contributions have come from researchers working in the BIO-SI research programme on Biostatistics and Bioinformatics, centred on the Universities of Limerick and Galway in Ireland and funded by the Science Foundation Ireland under its Mathematics Initiative.

Keywords

covariance modelling hierarchical generalised non linear models multivariate survival analysis statistical genetics statistical modelling

Editors and affiliations

  • Gilbert MacKenzie
    • 1
  • Defen Peng
    • 2
  1. 1.Centre of BiostatisticsUniversity of LimerickLimerickIreland
  2. 2.Centre of BiostatisticsUniversity of LimerickLimerickIreland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-04579-5
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-319-04578-8
  • Online ISBN 978-3-319-04579-5
  • Series Print ISSN 1431-1968
  • Buy this book on publisher's site
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