1 code implementation • 20 Dec 2023 • Ruzhang Zhao, Prosenjit Kundu, Arkajyoti Saha, Nilanjan Chatterjee
In this article, we describe a transfer learning approach for building high-dimensional generalized linear models using data from a main study that has detailed information on all predictors, and from one or more external studies that have ascertained a more limited set of predictors.
1 code implementation • 13 Oct 2023 • Jeya Balaji Balasubramanian, Parichoy Pal Choudhury, Srijon Mukhopadhyay, Thomas Ahearn, Nilanjan Chatterjee, Montserrat García-Closas, Jonas S. Almeida
Objective: Absolute risk models estimate an individual's future disease risk over a specified time interval.
1 code implementation • 12 Aug 2017 • Prosenjit Kundu, Runlong Tang, Nilanjan Chatterjee
We propose developing a generalized meta-analysis approach for combining information on multivariate regression parameters across multiple different studies which have varying level of covariate information.
Methodology