We have all heard the phrase “correlation does not equal causation.” What, then, does equal causation? This course aims to answer that question and more!
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A Crash Course in Causality: Inferring Causal Effects from Observational Data
Universidade da PensilvâniaInformações sobre o curso
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Experimente o Coursera for BusinessHabilidades que você terá
- Instrumental Variable
- Propensity Score Matching
- Causal Inference
- Causality
Sua empresa se beneficiaria do treinamento dos funcionários em habilidades sob demanda?
Experimente o Coursera for Businessoferecido por
Programa - O que você aprenderá com este curso
Welcome and Introduction to Causal Effects
Confounding and Directed Acyclic Graphs (DAGs)
Matching and Propensity Scores
Inverse Probability of Treatment Weighting (IPTW)
Avaliações
- 5 stars77,36%
- 4 stars18,72%
- 3 stars2,05%
- 2 stars0,82%
- 1 star1,02%
Principais avaliações do A CRASH COURSE IN CAUSALITY: INFERRING CAUSAL EFFECTS FROM OBSERVATIONAL DATA
Great course! I am glad i came accross it. Helped me a great deal with my project at work. I wish there were more courses by this professor.
My work involves working with observational data. This course taught me to think in more formal and organized way on topics and questions of causal inference.
This course is really fantastic for all levels. Very thorough explanations and helpful illustrations. Many thanks for putting this together!
The material is great. Just wished the professor was more active in the discussion forum. Have not showed up in the forum for weeks. At least there should be a TA or something.
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