Handbook of Graphical Models pdf epub mobi txt 電子書 下載 2024


Handbook of Graphical Models

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9781498788625

圖書標籤: 邏輯&數學  社會學  圖模型   


喜歡 Handbook of Graphical Models 的讀者還喜歡




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发表于2024-12-25

Handbook of Graphical Models epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Handbook of Graphical Models epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Handbook of Graphical Models pdf epub mobi txt 電子書 下載 2024



圖書描述

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference. While there exist a number of excellent books on graphical models, the field has grown so much that individual authors can hardly cover its entire scope. Moreover, the field is interdisciplinary by nature. Through chapters by leading researchers from different areas, this handbook provides a broad and accessible overview of the state of the art. Key features: * Contributions by leading researchers from a range of disciplines * Structured in five parts, covering foundations, computational aspects, statistical inference, causal inference, and applications * Balanced coverage of concepts, theory, methods, examples, and applications * Chapters can be read mostly independently, while cross-references highlight connections The handbook is targeted at a wide audience, including graduate students, applied researchers, and experts in graphical models.

Handbook of Graphical Models 下載 mobi epub pdf txt 電子書

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Handbook of Graphical Models pdf epub mobi txt 電子書 下載
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