Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

Causal Inference for Data Science

Manning

Machine Learning for Causal Inference

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Packt Publishing

Causal AI

Manning

Cause Effect Pairs in Machine Learning (The Springer Series on Challenges in Machine Learning)

Springer

Data Analysis for Social Science: A Friendly and Practical Introduction

Fundamentals of Causal Inference: With R (Chapman & Hall/CRC Texts in Statistical Science)

CRC Press

The Effect: An Introduction to Research Design and Causality

Chapman and Hall/CRC

Causal Inference in Python: Applying Causal Inference in the Tech Industry

O'Reilly

Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality (Foundations and Trends® in Signal Processing)

Machine Learning – A Probabilistic Perspective

MIT Press

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction

Cambridge University Press

Causal Analysis with Event History Data Using Stata

Explanation in Causal Inference: Methods for Mediation and Interaction

Oxford University Press

Causal Inference in Econometrics: 622 (Studies in Computational Intelligence, 622)

Springer

Learning Analytics Methods and Tutorials: A Practical Guide Using R

Targeted Learning: Causal Inference for Observational and Experimental Data (Springer Series in Statistics)

Springer

Targeted Learning: Causal Inference for Observational and Experimental Data (Springer Series in Statistics)

Springer

Quantitative Social Science: An Introduction

Princeton University Press

Statistics and Causality: Methods for Applied Empirical Research: 2 (Wiley Series in Probability and Statistics)

Wiley

Quantitative Economics with R: A Data Science Approach

Springer

Causal Analytics for Applied Risk Analysis: 270 (International Series in Operations Research & Management Science, 270)

Springer

Extreme Risk Management: Revolutionary Approaches to Evaluating and Measuring Risk (PROFESSIONAL FINANCE & INVESTM)

McGraw-Hill Education

A First Course in Causal Inference (Chapman & Hall/CRC Texts in Statistical Science)