1.7k citations · 1.8k across the 12 of their papers we have counts for
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stat.ME2021★ 11 cited
A synthetic data integration framework to leverage external summary-level information from heterogeneous populations
Tian Gu, Jeremy M. G. Taylor, Bhramar Mukherjee
There is a growing need for flexible general frameworks that integrate individual-level data with external summary information for improved statistical inference. External informat…
stat.ME2021★ 1 cited
Kullback-Leibler-Based Discrete Failure Time Models for Integration of Published Prediction Models with New Time-To-Event Dataset
Di Wang, Wen Ye, Randall Sung +4
Prediction of time-to-event data often suffers from rare event rates, small sample sizes, high dimensionality and low signal-to-noise ratios. Incorporating published prediction mod…