🌈 Which causal inference book you should read - Causal inferenceλ₯Ό κ³΅λΆ€ν•˜κ³  싢은 뢄듀을 μœ„ν•œ κ°€μ΄λ“œ 라인이 μž‘μ„±λœ κΈ€μž…λ‹ˆλ‹€ - 2009λ…„ ~ 2020년도에 λ‚˜μ˜¨ μ—¬λŸ¬ 책듀을 FlowChart둜 잘 μž‘μ„±λ˜μ–΄ μžˆμŠ΅λ‹ˆλ‹€ 🎁 이 자료λ₯Ό μΆ”μ²œν•˜λŠ” 이유 - Causal Inference 곡뢀할 λ°©ν–₯성을 μ •ν•  λ•Œ μ°Έκ³ ν•˜λ©΄ 쒋은 κΈ€μž…λ‹ˆλ‹€ - FlowChart둜 잘 μ •λ¦¬λ˜μ–΄ μžˆμŠ΅λ‹ˆλ‹€ - 예 : μž…λ¬Έμ„œλ₯Ό μ›ν•˜λŠ”μ§€, μžμ„Έν•œ 책을 μ›ν•˜λŠ”μ§€ => μž…λ¬Έμ„œμ˜ 경우 Causal Inference in Statistics, μžμ„Έν•œ 책은 또 μ—¬λŸ¬ 질문으둜 λΆ„κΈ°κ°€ λ©λ‹ˆλ‹€ - μ—¬λŸ¬ μΆ”μ²œ 책에 λŒ€ν•œ κ°„λ‹¨ν•œ 리뷰λ₯Ό μ œκ³΅ν•©λ‹ˆλ‹€ πŸ‘ 읽으면 쒋은 λΆ„ - 인과 μΆ”λ‘ (Causal Inference)에 λŒ€ν•΄ κΆκΈˆν•˜μ‹  λΆ„ - 원인과 결과에 λŒ€ν•΄ λͺ…ν™•νžˆ μ•Œκ³  싢은 λΆ„ πŸ“‹ μ–ΈκΈ‰λœ μ±… - Elements of Causal Inference : λ¨Έμ‹ λŸ¬λ‹ 배경을 μŒ“μ€ λΆ„λ“€μ—κ²Œ μΆ”μ²œ - Causal Inference: What If : κ°€μž₯ μ‹€μš©μ μΈ μ±… - Causal Inference in Statistics: μž…λ¬Έμ„œλ‘œ 인과 좔둠에 λŒ€ν•΄ λͺ…ν™•ν•˜κ³  잘 μ†Œκ°œν•¨ - Causality : Structural Causal Model(SCM) μ „λ¬Έκ°€κ°€ 되고자 ν•˜λŠ” μ‚¬λžŒμ—κ²Œ μΆ”μ²œ - Counterfactuals and Causal Inference: Methods and Principles for Social Research : κ²½μ œν•™, 컴퓨터 κ³Όν•™, μ‚¬νšŒ κ³Όν•™ μ „λ°˜μ˜ 인과 좔둠에 λŒ€ν•΄ λ‹€λ£¨λŠ” μ±…. μ‚¬νšŒ κ³Όν•™μ˜ 사둀λ₯Ό μ‚¬μš© - Mostly Harmless Econometrics : κ²½μ œν•™ κ΄€μ μ—μ„œ 인과좔둠에 λŒ€ν•œ 생각을 μž‘μ„±ν•œ μ±… - Explanation in Causal Inference: Methods for Mediation and Interaction (VanderWeele, 2015) - Observation and Experiment: An Introduction to Causal Inference (Rosenbaum, 2017) - Causation, Prediction, and Search (Spirtes et al., 2001) - Actual Causality (Halpern, 2016)

Which causal inference book you should read

Bradyneal

Which causal inference book you should read

2021λ…„ 4μ›” 30일 μ˜€ν›„ 2:58

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