# A Revisit of Active Sequential Prediction-Powered Mean Estimation

Our code is built on top of the publicly available implementation of the prior work: **[Active Statistical Inference](https://arxiv.org/abs/2403.03208)**  by Zrnic and Candès (2024). All the experiments are provided in Jupyter notebook format in Python.


The datasets that we used are publicly available and can be found via the pointers or the github repository provided in the prior works: [1] **[Active Statistical Inference](https://arxiv.org/abs/2403.03208)** by Zrnic and Candès (2024), and [2] **[Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI](https://arxiv.org/abs/2501.09731)** by Wenlong Ji, Lihua Lei, Tijana Zrnic (2025).
