👩🏻🎓 АКАДЕМИЯ
📄Chetty et al. (2019). The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
⌨️ Код (только Stata, правда😞)
📄Athey S., Chetty R., Imbens G. (2020). Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
📄Chen J., Ritzwoller D.M. (2022). Semiparametric Estimation of Long-Term Treatment Effects
⌨️ Пакет для R
📄Imbens et al. (2022). Long-term Causal Inference Under Persistent Confounding via Data Combination
🧑🏼💻 ИНДУСТРИЯ
📄 Hassan et al. (2013). Beyond clicks: query reformulation as a predictor of search satisfaction
📄 Hohnhold H., O’Brien D., Tang D. (2015). Focusing on the Long-term: It’s Good for Users and Business
📄 Duan W., Ba S., Zhang C. (2019). Online Experimentation with Surrogate Metrics: Guidelines and a Case Study
📬 Пост на medium
⌨️ Код в R
📄 Yang et al. (2020). Targeting for long-term outcomes
📄 Sadeghi et al. (2022). Novelty and primacy: a long-term estimator for online experiments
📄Wang at al. (2022). Surrogate for Long-Term User Experience in Recommender Systems
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