Causal Inference

Discover top causal inference books and essential reads on this curated list—master key concepts in causality, statistics, and research design with expert-recommended titles for beginners and advanced learners.

books causal inference

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Experimental and Quasi-Experimental Designs

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Observational studies

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Experimental and quasi-experimental designs for research

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Identification Problems in the Social Sciences

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Data analysis using regression and multilevel/hierarchical models

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Analysis of longitudinal data.

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The Theory of the Design of Experiments (Monographs on Statistics and Applied Probability)

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Unified Methods for Censored Longitudinal Data and Causality

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A course in econometrics

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Identification for Prediction and Decision

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Counterfactuals and Causal Inference

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