Introduction to Graphical Modelling
| Autor: | Edwards, David |
|---|---|
| EAN: | 9780387950549 |
| Auflage: | 002 |
| Sachgruppe: | Mathematik |
| Sprache: | Englisch |
| Seitenzahl: | 335 |
| Produktart: | Gebunden |
| Veröffentlichungsdatum: | 15.06.2000 |
| Schlagworte: | Mathematics |
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A useful introduction to this topic for both students and researchers, with an emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, freely available for downloading from the Internet. Following a description of some of the basic ideas of graphical modelling, subsequent chapters describe particular families of models, including log-linear models, Gaussian models, and models for mixed discrete and continuous variables. Further chapters cover hypothesis testing and model selection. Chapters 7 and 8 are new to this second edition and describe the use of directed, chain, and other graphs, complete with a summary of recent work on causal inference.
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