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stat.ME2025
Strategic decision points in experiments: A predictive Bayesian optional stopping method
Xiaomi Yang, Carol Flannagan, Jonas Bärgman
Sample size determination is crucial in experimental design, especially in traffic and transport research. Frequentist statistics require a fixed sample size determined by power an…
stat.ME2024
Active sampling: A machine-learning-assisted framework for finite population inference with optimal subsamples
Henrik Imberg, Xiaomi Yang, Carol Flannagan +1
Data subsampling has become widely recognized as a tool to overcome computational and economic bottlenecks in analyzing massive datasets. We contribute to the development of adapti…