Arjun Srivastava's Library
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Arjun Srivastava's Library

Causal Inference
Miquel A. Hernan , James M. Robins
Causal inference is a complex scientific task that relies on combining evidence from multiple sources, and on the application of a variety of methodological approaches. Causal Inference: What If is an introduction to causal inference when data are c...
Causal Inference in Statistics, Social, and Biomedical Sciences
Guido W. Imbens , Donald B. Rubin
Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world-renowned experts present statistical methods for ...