Learning Decision Rules in Shifting Environments
Project Abstract/Summary This research project will develop new methods and software for data-driven decision making under environmental shift. Most work […]
Data Complexity, Methodology, Project
Data Complexity
Data Complexity, Methodology, Project
The Item Bank Calibration and Replenishment for Computerized Adaptive Testing in Small Scale Assessments: Method, Theory, and Application
Project Abstract/Summary This research project will advance statistical estimation methods for computerized adaptive testing (CAT) item bank calibration and replenishment
Data Complexity, Methodology, Project
CAREER: Flexible Record Linkage through Realistic Modeling of Dependent, Missing, and Updating Data
Project Abstract/Summary This CAREER research project will develop flexible Bayesian record linkage models to enable more accurate linking of data
Data Complexity, Methodology, Project
HNDS-R: Improving Data Integration Techniques
Project Abstract/Summary This research project will develop methodologies to address the critical challenges researchers face when merging datasets without unique
Data Complexity, Methodology, Project
Adaptive Dependent Data Models via Graph-Informed Shrinkage and Sparsity
Project Abstract/Summary This research project will advance statistical modeling and computing strategies for dependent data. Dependent data are widespread and