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The Resource Statistical modelling in biostatistics and bioinformatics : selected papers, Gilbert MacKenzie, Defen Peng, editors

Statistical modelling in biostatistics and bioinformatics : selected papers, Gilbert MacKenzie, Defen Peng, editors

Editor
Contributor
Summary
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,
Language
eng
Work
Publication
Extent
1 online resource.
Contents
  • Preface
  • An Appreciation
  • John Nelder, FRS
  • Introduction
  • Survival Modelling: Hougaard
  • Multivariate Interval-Censored Survival Data: Parametric, Semi-Parametric and Non-Parametric Models; MacKenzie and Ha
  • Multivariate Survival Models Based on the GTDL; Lynch and MacKenzie
  • Frailty Models with Structural Dispersion; Martinez and Hinde
  • Random Effects Ordinal Time Models for Grouped Toxicological Data from a Biological Control Assay
  • Longitudinal Modelling & Time Series: Haywood and Randal
  • Modelling Seasonality and Structural Breaks: Visitors to NZ and 9/11; Allais and Bosco
  • Forecasting the Insolvency Risk of the Customers of an Automotive Financial Service; Xu and MacKenzie
  • On Joint Modelling of Constrained Mean and Covariance Structures in Longitudinal Data
  • Statistical Model Development: Payne
  • Hierarchical Generalized Nonlinear Models; Durio and Isaia
  • Comparing Robust Regression Estimators to Detect Data Clusters: A Case Study; Coffey, Hinde and Garcia
  • Finite Mixture Model Clustering of SNP Data; Peng and MacKenzie
  • Discrepancy and Choice of Reference Subclass in Categorical Regression Models
  • Applied Statistical Modelling: Ramsey
  • Statistical Methods for Detecting Selective Sweeps; Brophy, Gibson, Wayne and Connolly
  • A Mixture Model and Bootstrap Analysis to Assess Reproductive Allocation in Plants; Conde and MacKenzie
  • On Model Selection Algorithms in Multi-Dimensional Contingency Tables
  • Postscript: Durio and MacKenzie
  • Obituary: Professor Ennio Isaia
Isbn
9783319045795
Instance
Label
Statistical modelling in biostatistics and bioinformatics : selected papers
Title
Statistical modelling in biostatistics and bioinformatics
Title remainder
selected papers
Statement of responsibility
Gilbert MacKenzie, Defen Peng, editors
Contributor
Editor
Subject
Language
eng
Summary
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,
Member of
Cataloging source
N$T
Dewey number
570.15195
Index
no index present
LC call number
QH323.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
http://library.link/vocab/relatedWorkOrContributorName
  • Mackenzie, Gilbert
  • Peng, Defen
Series statement
Contributions to Statistics,
http://library.link/vocab/subjectName
  • Biometry
  • Bioinformatics
  • Biostatistics
  • Computational Biology
  • Models, Statistical
  • NATURE
  • SCIENCE
  • SCIENCE
  • Bioinformatics
  • Biometry
Label
Statistical modelling in biostatistics and bioinformatics : selected papers, Gilbert MacKenzie, Defen Peng, editors
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
Preface -- An Appreciation -- John Nelder, FRS -- Introduction -- Survival Modelling: Hougaard -- Multivariate Interval-Censored Survival Data: Parametric, Semi-Parametric and Non-Parametric Models; MacKenzie and Ha -- Multivariate Survival Models Based on the GTDL; Lynch and MacKenzie -- Frailty Models with Structural Dispersion; Martinez and Hinde -- Random Effects Ordinal Time Models for Grouped Toxicological Data from a Biological Control Assay -- Longitudinal Modelling & Time Series: Haywood and Randal -- Modelling Seasonality and Structural Breaks: Visitors to NZ and 9/11; Allais and Bosco -- Forecasting the Insolvency Risk of the Customers of an Automotive Financial Service; Xu and MacKenzie -- On Joint Modelling of Constrained Mean and Covariance Structures in Longitudinal Data -- Statistical Model Development: Payne -- Hierarchical Generalized Nonlinear Models; Durio and Isaia -- Comparing Robust Regression Estimators to Detect Data Clusters: A Case Study; Coffey, Hinde and Garcia -- Finite Mixture Model Clustering of SNP Data; Peng and MacKenzie -- Discrepancy and Choice of Reference Subclass in Categorical Regression Models -- Applied Statistical Modelling: Ramsey -- Statistical Methods for Detecting Selective Sweeps; Brophy, Gibson, Wayne and Connolly -- A Mixture Model and Bootstrap Analysis to Assess Reproductive Allocation in Plants; Conde and MacKenzie -- On Model Selection Algorithms in Multi-Dimensional Contingency Tables -- Postscript: Durio and MacKenzie -- Obituary: Professor Ennio Isaia
Control code
879880379
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319045795
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-04579-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)879880379
Label
Statistical modelling in biostatistics and bioinformatics : selected papers, Gilbert MacKenzie, Defen Peng, editors
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
Preface -- An Appreciation -- John Nelder, FRS -- Introduction -- Survival Modelling: Hougaard -- Multivariate Interval-Censored Survival Data: Parametric, Semi-Parametric and Non-Parametric Models; MacKenzie and Ha -- Multivariate Survival Models Based on the GTDL; Lynch and MacKenzie -- Frailty Models with Structural Dispersion; Martinez and Hinde -- Random Effects Ordinal Time Models for Grouped Toxicological Data from a Biological Control Assay -- Longitudinal Modelling & Time Series: Haywood and Randal -- Modelling Seasonality and Structural Breaks: Visitors to NZ and 9/11; Allais and Bosco -- Forecasting the Insolvency Risk of the Customers of an Automotive Financial Service; Xu and MacKenzie -- On Joint Modelling of Constrained Mean and Covariance Structures in Longitudinal Data -- Statistical Model Development: Payne -- Hierarchical Generalized Nonlinear Models; Durio and Isaia -- Comparing Robust Regression Estimators to Detect Data Clusters: A Case Study; Coffey, Hinde and Garcia -- Finite Mixture Model Clustering of SNP Data; Peng and MacKenzie -- Discrepancy and Choice of Reference Subclass in Categorical Regression Models -- Applied Statistical Modelling: Ramsey -- Statistical Methods for Detecting Selective Sweeps; Brophy, Gibson, Wayne and Connolly -- A Mixture Model and Bootstrap Analysis to Assess Reproductive Allocation in Plants; Conde and MacKenzie -- On Model Selection Algorithms in Multi-Dimensional Contingency Tables -- Postscript: Durio and MacKenzie -- Obituary: Professor Ennio Isaia
Control code
879880379
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319045795
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-04579-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)879880379

Subject

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