Moment-Based Selection of Multiresponse Linear Mixed-Effects Models

arXiv:2607.01971 · stat.ME, stat.ML · Submitted 2026-07-02 · Read on arXiv

Yifan Chen, Yuedong Wang, Guo Yu

stat.ME, stat.ML

Submitted: 2026-07-02

Comments: 72 pages, 4 figures, 5 tables

Code: https://github.com/YifanChen3/MOMENT

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

Terminology

Consistency — 28× in this paper · explained in 3 episodes
F1 Score — 26× in this paper · explained in 4 episodes
Lasso — 20× in this paper · explained in 2 episodes
Sparsity — 11× in this paper · explained in 5 episodes
Accuracy — 8× in this paper · explained in 1 episode
Longitudinal Data — 4× in this paper · explained in 2 episodes
Objective Function — 4× in this paper · explained in 2 episodes
Regularization — 4× in this paper · explained in 3 episodes
Theoretical Guarantees — 4× in this paper · explained in 2 episodes
Loss Function — 3× in this paper · explained in 2 episodes
Parameterization — 3× in this paper · explained in 2 episodes
Computational Efficiency — 2× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 3 episodes
Feature Selection — 1× in this paper · explained in 4 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Monotonicity — 1× in this paper · explained in 2 episodes
Orthogonal Projection — 1× in this paper · explained in 2 episodes
Phase Transition — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 6 episodes
Structural Constraints — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 6 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

Related papers