Multivariate Models and Multivariate Dependence Concepts
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Bester Preis: € 52,51 (vom 10.02.2017)1
Multivariate Models and Multivariate Dependence Concepts
EN NW
ISBN: 9780412073311 bzw. 0412073315, in Englisch, Chapman & Hall, United Kingdom of Great Britain and Northern Ireland, neu.
Lieferung aus: Vereinigtes Königreich Großbritannien und Nordirland, in-stock.
This book is devoted to (a) multivariate models for non-normal re- sponse, an area of probability and statistics with increasing activity and applications, and (b) dependence concepts that are useful for analysing properties of multivariate models. It also adds to the knowledge of the space of multivariate distributions. By a multivariate model, I mean a parametric statistical model for a multivariate response, possibly with covariates. Examples are models for multivariate or longitudinal count, binary and ordinal response data. My approach consists of the modelling of the uni- variate margins followed by adding the appropriate dependence structure, with considerations of positive or negative dependence, and exchangeable, time series or general dependence structure. I find that dependence concepts and dependence analysis are neces- sary to understand a model and when it might be applicable. This includes analysis of the range of dependence that a model permits and whether the dependence of the model increases as multivariate parameters increase.
This book is devoted to (a) multivariate models for non-normal re- sponse, an area of probability and statistics with increasing activity and applications, and (b) dependence concepts that are useful for analysing properties of multivariate models. It also adds to the knowledge of the space of multivariate distributions. By a multivariate model, I mean a parametric statistical model for a multivariate response, possibly with covariates. Examples are models for multivariate or longitudinal count, binary and ordinal response data. My approach consists of the modelling of the uni- variate margins followed by adding the appropriate dependence structure, with considerations of positive or negative dependence, and exchangeable, time series or general dependence structure. I find that dependence concepts and dependence analysis are neces- sary to understand a model and when it might be applicable. This includes analysis of the range of dependence that a model permits and whether the dependence of the model increases as multivariate parameters increase.
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Multivariate Models and Dependence Concepts
EN HC NW
ISBN: 9780412073311 bzw. 0412073315, in Englisch, Taylor & Francis, gebundenes Buch, neu.
Lieferung aus: Vereinigte Staaten von Amerika, In Stock.
Multivariate-Models-and-Dependence-Concepts~~H-Joe, Multivariate Models and Dependence Concepts, Hardcover.
Multivariate-Models-and-Dependence-Concepts~~H-Joe, Multivariate Models and Dependence Concepts, Hardcover.
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