I developed the lecture notes based on my ``Causal Inference'' course at the University of California Berkeley over the past seven years. Since half of the students were undergraduates, my lecture notes only require basic knowledge of probability theory, statistical inference, and linear and logistic regressions.
翻译:基于我在加州大学伯克利分校过去七年讲授的“因果推断”课程讲义整理而成。由于半数学生为本科生,本讲义仅要求读者具备概率论、统计推断以及线性回归与逻辑回归的基础知识。