Zobrazeno 1 - 10
of 100
pro vyhledávání: '"Guo, Boyi"'
Autor:
Guo, Boyi, Ling, Wodan, Kwon, Sang Ho, Panwar, Pratibha, Ghazanfar, Shila, Martinowich, Keri, Hicks, Stephanie C.
Advances in spatially-resolved transcriptomics (SRT) technologies have propelled the development of new computational analysis methods to unlock biological insights. As the cost of generating these data decreases, these technologies provide an exciti
Externí odkaz:
http://arxiv.org/abs/2408.00367
Epidemiologists have a growing interest in employing computational approaches to solve analytic problems, with simulation being arguably the most accessible among all approaches. While previous literature discussed the utility of simulation and demon
Externí odkaz:
http://arxiv.org/abs/2306.11906
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:
Kamin Mukaz, Debora, Guo, Boyi, Long, D. Leann, Judd, Suzanne E., Plante, Timothy B., McClure, Leslie A., Wolberg, Alisa S., Zakai, Neil A., Howard, George, Cushman, Mary
Publikováno v:
In Research and Practice in Thrombosis and Haemostasis January 2023 7(1)
Autor:
Long, D. Leann, Guo, Boyi, McClure, Leslie A., Jaeger, Byron C., Tison, Stephanie E., Howard, George, Judd, Suzanne E., Howard, Virginia J., Plante, Timothy B., Zakai, Neil A., Koh, Insu, Cheung, Katharine L., Cushman, Mary
Publikováno v:
In Annals of Epidemiology February 2022 66:13-19
Akademický článek
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Akademický článek
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Autor:
Guo, Boyi1, Huuki-Myers, Louise A2, Grant-Peters, Melissa3,4, Collado-Torres, Leonardo1,2, Hicks, Stephanie C1,5,6,7 shicks19@jhu.edu
Publikováno v:
Bioinformatics Advances. 2023, Vol. 3 Issue 1, p1-5. 5p.