26 citations · 29 across the 4 of their papers we have counts for
4 papers
Analysis of N-of-1 trials using Bayesian distributed lag model with autocorrelated errors
Ziwei Liao, Min Qian, Ian M. Kronish +1
An N-of-1 trial is a multi-period crossover trial performed in a single individual, with a primary goal to estimate treatment effect on the individual instead of population-level m…
Multi-feature Clustering of Step Data using Multivariate Functional Principal Component Analysis
Wookyeong Song, Hee-Seok Oh, Yaeji Lim +1
This paper presents a new statistical method for clustering step data, a popular form of health record data easily obtained from wearable devices. Since step data are high-dimensio…
Personalized Policy Learning using Longitudinal Mobile Health Data
Xinyu Hu, Min Qian, Bin Cheng +1
We address the personalized policy learning problem using longitudinal mobile health application usage data. Personalized policy represents a paradigm shift from developing a singl…
Stochastic Approximation and Modern Model-Based Designs for Dose-Finding Clinical Trials
Ying Kuen Cheung
In 1951 Robbins and Monro published the seminal article on stochastic approximation and made a specific reference to its application to the "estimation of a quantal using response,…