Bootstrapped Control Limits for Score-Based Concept Drift Control Charts

arXiv:2507.16749 · stat.ME, stat.ML · Submitted 2026-03-21 · Read on arXiv

Jiezhong Wu, Daniel W. Apley

stat.ME, stat.ML

Submitted: 2026-03-21

Updated: 2026-08-21

Comments: 46 pages, 3 figures

Journal ref: Technometrics, 2026

DOI: 10.1080/00401706.2026.2676855

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Concept Drift — 40× in this paper · explained in 4 episodes
• Accuracy — 6× in this paper · explained in 1 episode
• Regularization — 5× in this paper · explained in 3 episodes
• Calibration — 4× in this paper · explained in 7 episodes
• Core — 3× in this paper · explained in 2 episodes
• Initial Data — 3× in this paper · explained in 2 episodes
• Fisher Information — 2× in this paper · explained in 3 episodes
• Activation Function — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Objective Function — 1× in this paper · explained in 2 episodes
• Predictive Modeling — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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