1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Testing Cumulative Treatment Effects in Continuous Time with ODE Dynamics and Noisy Observations
Jiuchen Zhang, Annie Qu
We develop a semiparametric continuous time inferential framework for testing cumulative treatment effects, including both immediate and carryover effects. The latent state process…
stat.ME2026
Neural Network Machine Regression (NNMR): A Deep Learning Framework for Uncovering High-order Synergistic Effects
Jiuchen Zhang, Ling Zhou, Peter Song
We propose a new neural network framework, termed Neural Network Machine Regression (NNMR), which integrates trainable input gating and adaptive depth regularization to jointly per…
stat.ME2023★ 1 cited
Individualized Dynamic Latent Factor Model for Multi-resolutional Data with Application to Mobile Health
Jiuchen Zhang, Fei Xue, Qi Xu +2
Mobile health has emerged as a major success for tracking individual health status, due to the popularity and power of smartphones and wearable devices. This has also brought great…