Causal Inference Using Global Forecasting Models for Counterfactual Prediction. - Priscila Grecov; Kasun Bandara; Christoph Bergmeir; Klaus Ackermann; Sam Campbell; Deborah A. Scott; Dan I. Lubman (PAKDD (2), 2021)

Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand. - Ankitha Nandipura Prasanna; Priscila Grecov; Angela Dieyu Weng; Christoph Bergmeir (CoRR, 2022)

Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models. - Priscila Grecov; Ankitha Nandipura Prasanna; Klaus Ackermann; Sam Campbell; Deborah A. Scott; Dan I. Lubman; Christoph Bergmeir (IEEE Trans. Neural Networks Learn. Syst., 2024)