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Showing 1 to 2 of 2 for “"Dynamic borrowing"”.
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Bayesian dynamic borrowing strategies with power priors and quantifying prior information for circular priors.
… prior construction. One is the development of a dynamic historical borrowing strategy tailored for settings with small current or historical data samples. The second concerns strategies for the assessment of circular priors. Chapter two introduces a novel dynamic borrowing method that can be …
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Recent Advances on Statistical Network Analysis and Multi-task Learning for Complex Data
… trial data. In addition, I propose a frequentist dynamic borrowing approach that borrows information from the control arms of historical trials similar to the current study. This approach augments the control arm, improving the precision of estimating the treatment effect and the efficiency of …