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12/28/2021
Analysis of N-of-1 trials using Bayesian distributed lag model with autocorrelated errors
An N-of-1 trial is a multi-period crossover trial performed in a single ...
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09/29/2020
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification
With the abundance of industrial datasets, imbalanced classification has...
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01/09/2020
Personalized Policy Learning using Longitudinal Mobile Health Data
We address the personalized policy learning problem using longitudinal m...
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10/22/2019
Linear Mixed Models for Comparing Dynamic Treatment Regimens on a Longitudinal Outcome in Sequentially Randomized Trials
A dynamic treatment regimen (DTR) is a pre-specified sequence of decisio...
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01/25/2019
A Sequential Significance Test for Treatment by Covariate Interactions
Due to patient heterogeneity in response to various aspects of any treat...
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12/20/2018