Causal Inference with Bayesian Networks Build Bayesian Networks and Causal Inference Models with ...

Causal Inference with Bayesian Networks Build Bayesian Networks and Causal Inference Models with R and Python | 21.04 MB

Title: Causal Inference with Bayesian Networks
Author: Yousri El Fattah and Reza Bagheri
Category: Nonfiction, Science & Nature, Technology, Operations Research, Business & Finance, Economics, Statistics, Computers, Database Management
Language: English | 615 Pages | ISBN: 1069422606

Description:
Explore Bayesian networks, graphical models, and causal inference for probabilistic reasoning and treatment effect estimation. Learn do-calculus, structural causal models, and causal machine learning methods with practical examples and hands-on implementations in R and Python.

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