Causality Models Reasoning and Inference（Judea Pearl）（Cambridge University Press 2009）

  • 书名：Causality: Models, Reasoning and Inference
  • 出版社：Cambridge University Press
  • 作者：Judea Pearl
  • 出版年份：2009
  • 电子书格式： pdf
  • 简介：Dive into Judea Pearl’s seminal work, “Causality: Models, Reasoning, and Inference.” This book provides a comprehensive introduction to causal inference, covering concepts like Bayesian networks, causal diagrams, do-calculus, and counterfactual reasoning. It’s essential reading for researchers and students in statistics, machine learning, artificial intelligence, and social sciences. Master causal inference techniques for data analysis and build robust causal models to understand complex systems. Learn how to identify and address confounding factors, make causal predictions, and evaluate interventions. Elevate your data analysis skills with this groundbreaking text.
  • ISBN：9780521895606, 05218
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