2 papers
stat.ME2026
Tree-Based Predictive Models for Noisy Input Data
Kevin McCoy, Zachary Wooten, Christine B. Peterson
Measurement error is prevalent across all domains of scientific research where only imprecise observations, rather than the true underlying values, can be obtained. For example, es…
stat.ME2026
Weighted Sum-of-Trees Model for Clustered Data
Kevin McCoy, Zachary Wooten, Katarzyna Tomczak +1
Clustered data, which arise when observations are nested within groups, are incredibly common in clinical, education, and social science research. Traditionally, a linear mixed mod…