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pro vyhledávání: '"Chu, Benjamin"'
This work is motivated by the following problem: Can we identify the disease-causing gene in a patient affected by a monogenic disorder? This problem is an instance of root cause discovery. In particular, we aim to identify the intervened variable in
Externí odkaz:
http://arxiv.org/abs/2410.12151
Autor:
Chen, Zhaomeng, He, Zihuai, Chu, Benjamin B., Gu, Jiaqi, Morrison, Tim, Sabatti, Chiara, Candès, Emmanuel
Identifying which variables do influence a response while controlling false positives pervades statistics and data science. In this paper, we consider a scenario in which we only have access to summary statistics, such as the values of marginal empir
Externí odkaz:
http://arxiv.org/abs/2402.12724
Autor:
Chu, Benjamin B, Gu, Jiaqi, Chen, Zhaomeng, Morrison, Tim, Candes, Emmanuel, He, Zihuai, Sabatti, Chiara
Conditional testing via the knockoff framework allows one to identify -- among large number of possible explanatory variables -- those that carry unique information about an outcome of interest, and also provides a false discovery rate guarantee on t
Externí odkaz:
http://arxiv.org/abs/2310.15069
Copulas, generalized estimating equations, and generalized linear mixed models promote the analysis of grouped data where non-normal responses are correlated. Unfortunately, parameter estimation remains challenging in these three frameworks. Based on
Externí odkaz:
http://arxiv.org/abs/2205.03505
Autor:
Lai, Kenneth K.H., Liao, Xulin, Aljufairi, Fatema Mohamed Ali Abdulla, Wong, Yiu Man, Chiu, Jamie T., Mak, H.T., Cheng, Andy C.O., Chin, Joyce K.Y., Chu, Benjamin C.Y., Kwong, Chi Ho, Li, Kenneth K.W., Chan, W.H., Yip, Wilson W.K., Young, Alvin L., Chan, Edwin, Ko, Callie K.L., Ko, Simon T.C., Chan, Carmen K.M., Yuen, Hunter K.L., Chen, Li Jia, Tham, Clement C., Pang, Chi Pui, Chong, Kelvin K.L.
Publikováno v:
In American Journal of Ophthalmology December 2023 256:90-96
Akademický článek
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Autor:
Zhou, Hua, Sinsheimer, Janet S., German, Christopher A., Ji, Sarah S., Bates, Douglas M., Chu, Benjamin B., Keys, Kevin L., Kim, Juhyun, Ko, Seyoon, Mosher, Gordon D., Papp, Jeanette C., Sobel, Eric M., Zhai, Jing, Zhou, Jin J., Lange, Kenneth
Publikováno v:
Human Genetics, pp 1-11, 2019 Mar 26
Statistical methods for genomewide association studies (GWAS) continue to improve. However, the increasing volume and variety of genetic and genomic data make computational speed and ease of data manipulation mandatory in future software. In our view
Externí odkaz:
http://arxiv.org/abs/1902.05189
Publikováno v:
In Giant June 2022 10
Publikováno v:
Société Internationale d’Urologie Journal, Vol 2, Iss 1, Pp 10-17 (2021)
ObjectiveClinical practice guidelines (CPGs) serve as frameworks to unify diagnostic criteria and guide clinical decision-making. There is a paucity of literature surrounding the uptake of CPGs in urology practice settings with varied levels of resou
Externí odkaz:
https://doaj.org/article/fb95ea01846641eb8f62acb82d894dcf