A First Course in Causal Inference

by Peng Ding

The past decade has witnessed an explosion of interest in research and education in causal inference, due to its wide applications in biomedical research, social sciences, artificial intelligence etc. This textbook, based on the author's course on causal inference at UC Berkeley taught over the past seven years, only requires basic knowledge of probability theory, statistical inference, and linear and logistic regressions. It assumes minimal knowledge...

• Format: Hardcover
• Language: English
• ISBN: 1032758627
• ISBN13: 9781032758626
• Release Date: July 2024
• Publisher: CRC Press
• Length: 422 Pages
• Weight: 2.18 lbs.
• Dimensions: 1.0" x 7.0" x 10.0"