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Causation 1.0

Causation 1.0

นักสถิติชอบบอกว่า correlation ไม่ได้ imply causation แล้วสรุปว่าอะไรล่ะที่ imply causation


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Responsible Pat
Last Update 09/12/2024
Completion Time 59 minutes
Members 22
  • Correlation does not imply Causation
    2Lessons · 10 min
    • Correlation does not imply Causation
    • Simpsons Paradox
  • So, what is causation?
    3Lessons · 18 min
    • Causal Structure
    • Causal Effect
    • Average Treatment Effect
  • Before data
    2Lessons · 9 min
    • Experimental and Observational Study
    • Randomized Control
  • After data
    4Lessons · 19 min
    • Difference in difference
    • Matching
    • Coarsened exact matching
    • Propensity score matching
  • More to know
    1Lessons · 3 min
    • More to know