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pro vyhledávání: '"Jeong, Hyunchai"'
Testing a hypothesized causal model against observational data is a key prerequisite for many causal inference tasks. A natural approach is to test whether the conditional independence relations (CIs) assumed in the model hold in the data. While a mo
Externí odkaz:
http://arxiv.org/abs/2409.14593
Identifying the effects of new interventions from data is a significant challenge found across a wide range of the empirical sciences. A well-known strategy for identifying such effects is Pearl's front-door (FD) criterion (Pearl, 1995). The definiti
Externí odkaz:
http://arxiv.org/abs/2210.05816