Statistical modelling in biostatistics and bioinformatics/ edited by Gilbert MacKenzie, Defen Peng

Contributor(s):

Material type:

TextPublication details: New York: Springer, 2014.Description: xiv,244 pISBN:

9783319045788

DDC classification:

570.1595 MAC/S

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.

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Holdings
Cover image	Item type	Current library	Home library	Collection	Shelving location	Call number	Materials specified	Vol info	URL	Copy number	Status	Notes	Date due	Barcode	Item holds	Item hold queue priority	Course reserves
	General Books	Central Library, Sikkim University General Book Section				570.1595 MAC/S (Browse shelf(Opens below))					Available			P40870

Total holds: 0

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.

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