Public Health and Health Professions
Qiu Lab
Led by Peihua Qiu · Biostatistics
What we study
The Qiu Lab focuses on statistical methods for analyzing complex data, including jump regression, image processing, and disease surveillance. Their work involves developing mathematical models and algorithms to improve data-driven decision-making.
What working here is like
- Computational
- Coding required
- Project
- 1
- Papers
- 5
Current projects
Data-Driven Adaptive Control of Shape Evolution with Regime Changes
Develops statistical methods for adaptively controlling how a shape changes over time when the process shifts between different regimes, using data to guide the control.
Summaries are written by AI in plain language from public symposium abstracts and may be imperfect.
Recent papers, explained
- Detection of multiple diseases by sequential risk monitoring using a dynamic screening system
2026 · IISE Transactions
Develops a system to detect multiple diseases using sequential risk monitoring.
- Pilot of a Micro‐Randomized Factorial Trial of Self‐Monitoring Feedback in a Behavioral Weight Loss Intervention
2026 · Obesity Science & Practice
Evaluates how different self-monitoring feedback messages affect weight loss in a small trial.
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- Control Chart for Monitoring Processes With Recurrent Shifts
2026 · Quality and Reliability Engineering International
Creates a control chart to detect repeated shifts in processes over time.
- Conditional multidimensional scaling for incomplete conditioning data via alternating learning
2026 · Journal of Quality Technology
Builds a faster way to reduce high-dimensional data while keeping known features.
- Multiscale Spatio-Temporal Data Monitoring Using Forward Elimination and Scale Information Criterion
2026 · Journal of the American Statistical Association
Tests whether spatio-temporal monitoring methods can work without strict assumptions about data structure.
Plain-language summaries are AI-written and reviewed by us; check the paper for details.
How to reach out
Peihua Qiu hasn't set up this page yet. Their UF Scholars profile lists their publications.