Zobrazeno 1 - 10
of 411
pro vyhledávání: '"Yi, Nengjun"'
The R Package BHAM: Fast and Scalable Bayesian Hierarchical Additive Model for High-dimensional Data
Autor:
Guo, Boyi, Yi, Nengjun
BHAM is a freely avaible R pakcage that implments Bayesian hierarchical additive models for high-dimensional clinical and genomic data. The package includes functions that generalized additive model, and Cox additive model with the spike-and-slab LAS
Externí odkaz:
http://arxiv.org/abs/2207.02348
Autor:
Guo, Boyi, Yi, Nengjun
Cox proportional hazards model is one of the most popular models in biomedical data analysis. There have been continuing efforts to improve the flexibility of such models for complex signal detection, for example, via additive functions. Nevertheless
Externí odkaz:
http://arxiv.org/abs/2205.11600
There are proposals that extend the classical generalized additive models (GAMs) to accommodate high-dimensional data ($p>>n$) using group sparse regularization. However, the sparse regularization may induce excess shrinkage when estimating smooth fu
Externí odkaz:
http://arxiv.org/abs/2110.14449
Autor:
Howell, Carrie R., Zhang, Li, Mehta, Tapan, Wilkinson, Lua, Carson, April P., Levitan, Emily B., Cherrington, Andrea L., Yi, Nengjun, Garvey, W. Timothy
Publikováno v:
In JACC: Advances April 2024 3(4)
Publikováno v:
In Annals of Epidemiology June 2023 82:26-32
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Publikováno v:
Journal of Applied Statistics. Sep2024, Vol. 51 Issue 11, p2039-2061. 23p.
Autor:
Chen, Min, Li, Shizhao, Arora, Itika, Yi, Nengjun, Sharma, Manvi, Li, Zhenhai, Tollefsbol, Trygve O., Li, Yuanyuan
Publikováno v:
In The Journal of Nutritional Biochemistry December 2022 110
Autor:
Carson, Tiffany L., Buro, Acadia W., Miller, Darci, Peña, Alissa, Ard, Jamy D., Lampe, Johanna W., Yi, Nengjun, Lefkowitz, Elliot, William, Van Der Pol, Morrow, Casey, Wilson, Landon, Barnes, Stephen, Demark-Wahnefried, Wendy
Publikováno v:
In Contemporary Clinical Trials December 2022 123
Autor:
Pavela, Gregory, Yi, Nengjun, Mestre, Luis M., Lartey, Stella, Xun, Pengcheng, Allison, David B.
Publikováno v:
In SSM - Population Health September 2022 19