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Titlebook: Introduction to Graphical Modelling; David Edwards Textbook 2000Latest edition Springer Science+Business Media New York 2000 Graph.Graphic

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樓主
發(fā)表于 2025-3-21 18:23:22 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Introduction to Graphical Modelling
編輯David Edwards
視頻videohttp://file.papertrans.cn/474/473752/473752.mp4
叢書名稱Springer Texts in Statistics
圖書封面Titlebook: Introduction to Graphical Modelling;  David Edwards Textbook 2000Latest edition Springer Science+Business Media New York 2000 Graph.Graphic
描述Graphic modelling is a form of multivariate analysis that uses graphs to represent models. These graphs display the structure of dependencies, both associational and causal, between the variables in the model. This textbook provides an introduction to graphical modelling with emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, a freeware version of which can be downloaded from the Internet. Following an introductory chapter which sets the scene and describes 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 the second edition. Chapter 7 describes the use of directed graphs, chain graphs, and other graphs. Chapter 8 summarizes some recent work on causal inference, relevant when graphical models are given a causal interpretation. This book will provide a useful introduction to this topic for students and researchers.
出版日期Textbook 2000Latest edition
關(guān)鍵詞Graph; Graphical Modelling; Graphical Models; Likelihood; Multivariate Analysis; Sim; Variance; algorithms
版次2
doihttps://doi.org/10.1007/978-1-4612-0493-0
isbn_softcover978-1-4612-6787-4
isbn_ebook978-1-4612-0493-0Series ISSN 1431-875X Series E-ISSN 2197-4136
issn_series 1431-875X
copyrightSpringer Science+Business Media New York 2000
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沙發(fā)
發(fā)表于 2025-3-21 20:58:35 | 只看該作者
Textbook 2000Latest editioncribes the use of directed graphs, chain graphs, and other graphs. Chapter 8 summarizes some recent work on causal inference, relevant when graphical models are given a causal interpretation. This book will provide a useful introduction to this topic for students and researchers.
板凳
發(fā)表于 2025-3-22 00:40:10 | 只看該作者
地板
發(fā)表于 2025-3-22 07:09:45 | 只看該作者
Preliminaries,nd an explanation of how conditional independence structures can be represented graphically is given. A brief discussion of Simpson’s paradox is given to further motivate the graphical modelling approach. The final section gives an overview of the book.
5#
發(fā)表于 2025-3-22 09:03:47 | 只看該作者
Discrete Models,been applied in a wide variety of fields, and the methodology is described in many textbooks on discrete data analysis. Notable among these are Bishop, Fienberg, and Holland (1975), Fienberg (1980), Agresti (1990), and Christensen (1990). The use of graphs and graphical models in connection with log
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發(fā)表于 2025-3-22 14:48:57 | 只看該作者
David Edwardsnstance, in March 1860 she writes to her cousin Lou, “I’ve had a curious winter, very swift, sometimes sober, for I haven’t felt well, much, and March amazes me!” (LII 360). Her later letters show that, despite Vinnie’s being in Boston to care for Aunt Lavinia (Lou’s and Fanny’s mother), the poet di
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發(fā)表于 2025-3-22 19:46:26 | 只看該作者
1431-875X s, both associational and causal, between the variables in the model. This textbook provides an introduction to graphical modelling with emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, a freewa
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發(fā)表于 2025-3-22 21:50:32 | 只看該作者
9#
發(fā)表于 2025-3-23 03:21:03 | 只看該作者
Textbook 2000Latest editionsociational and causal, between the variables in the model. This textbook provides an introduction to graphical modelling with emphasis on applications and practicalities rather than on a formal development. It is based on the popular software package for graphical modelling, MIM, a freeware version
10#
發(fā)表于 2025-3-23 05:45:01 | 只看該作者
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