Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Hong, Hyokyoung Grace"'
Autor:
He, Kevin, Kang, Jian, Hong, Hyokyoung Grace, Zhu, Ji, Li, Yanming, Lin, Huazhen, Xu, Han, Li, Yi
Modern bio-technologies have produced a vast amount of high-throughput data with the number of predictors far greater than the sample size. In order to identify more novel biomarkers and understand biological mechanisms, it is vital to detect signals
Externí odkaz:
http://arxiv.org/abs/1805.06595
Identifying important biomarkers that are predictive for cancer patients' prognosis is key in gaining better insights into the biological influences on the disease and has become a critical component of precision medicine. The emergence of large-scal
Externí odkaz:
http://arxiv.org/abs/1603.06145
Publikováno v:
Annals of Statistics 2013, Vol. 41, No. 1, 342-369
We introduce a quantile-adaptive framework for nonlinear variable screening with high-dimensional heterogeneous data. This framework has two distinctive features: (1) it allows the set of active variables to vary across quantiles, thus making it more
Externí odkaz:
http://arxiv.org/abs/1304.2186
Publikováno v:
In Computational Statistics and Data Analysis August 2015 88:28-39
Publikováno v:
Journal of the Royal Statistical Society. Series A (Statistics in Society), 2015 Jun 01. 178(3), 725-739.
Externí odkaz:
http://www.jstor.org/stable/43965759
Publikováno v:
The Annals of Statistics, 2013 Oct 01. 41(5), 2699-2699.
Externí odkaz:
https://www.jstor.org/stable/23566564
Autor:
Cognetta, Armand B., Howard, Brett M., Heaton, Henry P., Stoddard, Earl R., Hong, Hyokyoung Grace, Green, W. Harris
Publikováno v:
In Journal of the American Academy of Dermatology December 2012 67(6):1235-1241
Publikováno v:
In Addictive Behaviors 2012 37(1):102-107
Autor:
Hong, Hyokyoung Grace, He, Xuming
Publikováno v:
Journal of the American Statistical Association, 2010 Sep 01. 105(491), 930-941.
Externí odkaz:
https://www.jstor.org/stable/27920117
Publikováno v:
Applied Stochastic Models in Business & Industry. Mar/Apr2017, Vol. 33 Issue 2, p126-129. 4p.