2 papers
stat.ME2026
Mixed Effects Mixture of Experts: Modeling Double Heterogeneous Trajectories
Xinkai Yue, Xiaodong Yan, Haohui Han +1
Linear mixed-effects model (LMM) is a cornerstone of longitudinal data analysis, but is limited to adeptly make heterogeneous analyses predictable under both group-specific fixed e…
stat.ME2023
Optimal subsampling algorithm for the marginal model with large longitudinal data
Haohui Han, Liya Fu
Big data is ubiquitous in practices, and it has also led to heavy computation burden. To reduce the calculation cost and ensure the effectiveness of parameter estimators, an optima…