Topics in Modelling of Clustered Data

Topics in Modelling of Clustered Data

Editorial Reviews
Book Description
Many methods for analyzing clustered data exists, all with advantages and limitation in particular applications. Compiled from the contributions of some of the world's leading researchers, this essential reference describes the main tools and techniques for modelling clustered data medical, biological, environmental, and social science applications. Methodologically, the book focuses on binary data, incorporating fully, semi-, and non-parametric techniques. The applications are centered primarily, but not exclusively, on developmental toxicity, which, in turn, necessitates the development of other methodologies, including risk assessment and dose-response modelling.

Book Info
Describes the techniques for modeling clustered data often encountered in medical, biological, environmental, and social science applications. Emphasizes techniques and dose response models valuable in toxicological reproducible developmental studies complicated by litter effects.

Topics in Modelling of Clustered Data,Marc Aerts,Geert Molenberghs,Louise M. Ryan,Helena Geys,Chapman & Hall/CRC,1584881852,Applied,Biostatistics,Cluster analysis,Life Sciences - Biology - General,Mathematical Models In Biology,Mathematical Statistics,Mathematics,Probability & Statistics - General,Science/Mathematics,Mathematical modelling,Mathematics / Statistics,Probability & statistics

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