Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
by the treatment, while itself having an effect on the outcome. Text as mediator setting, where Wᵢ is the mediating variable. Source: Veitch et al., 2020. With text data it is also possible to address confounding, making it possible to estimate causal effects. Confounding can be due to topic,