이 석호 교수님 | |||||||||||||||||||||||||||
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경력 | |||||||||||||||||||||||||||
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연구분야 | |||||||||||||||||||||||||||
차원축소법, 함수자료분석, 로버스트기법, 고차원자료분석 | |||||||||||||||||||||||||||
논문 | |||||||||||||||||||||||||||
(*교신저자, #대학원생)
[2] Johan Lim, Xinlei Wang*, Seokho Lee , Sin-Ho Jung (2008) A distribution-free test of constant mean in linear mixed effect model. Statistics in Medicine 27 , 3833-3849. [3] Seokho Lee , Marc G. Genton*, Reinaldo B. Arellano-Valle (2010) Perturbation of numerical confidential data via skew-t distributions. Management Science 56 , 318-333. [4] Seokho Lee , Jianhua Z. Huang*, Jianhua Hu (2010) Sparse logistic principal components analysis for binary data. Annals of Applied Statistics 4 , 1579-1601. [5] Seokho Lee , Micheal P. Epstein, Richard Duncan, Xihong Lin* (2012) Sparse principal component analysis for identifying ancestry-informative markers in genome-wide association studies. Genetic Epidemiology 36 , 293-302 [6] Seokho Lee* , Jianhua Z. Huang (2013) A coordinate descent MM algorithm for fast computation of sparse logistic PCA. Computational Statistics and Data Analysis . 62 , 26-38 [7] Seokho Lee , Hyejin Shin*, Nedret Billor (2013) M-type smoothing spline estimators for principal functions. Computational Statistics and Data Analysis . 66 , 89-100.
[8] Sungpyo Kim*, Zuwhan Yun, Un-Hwa Ha, Seokho Lee , Hongkeun Park, Eilhann E Kwon, Yunchul Cho, Sungwook Choung, Kartik Chandran (2013) Transfer of antibiotic resistance plasmids in pure and activated sludge cultures in the presence of environmentally representative micro-contaminant concentrations. Science of Total Environment . 468-469 , 813-820.
[9] Seokho Lee* , Jianhua Z. Huang (2014) A biclustering algorithm for binary matrices based on penalized Bernoulli likelihood. Statistics and Computing , 24 , 429-441. [10] Kiho Kim#, Seokho Lee* (2014) Logistic regression classification by principal component selection. Communications for Statistical Applications and Methods . 21, 61-68.
[11] Hyejin Shin, Seokho Lee* (2015) Canonical correlation analysis for irregularly and sparsely observed functional data. Journal of Multivariate Analysis. 134, 1-18.
[12] Seokho Lee , Johan Lim*, Insuk Sohn, Sin-Ho Jung, Cheol-Keun Park (2015) Two sample test for high dimensional partially paired data. Journal of Applied Statistics. 42, 1946-1961. [13] Hosung Lee#, Yun Mi Park#, Seokho Lee* (2015) Principal component regression by principal component selection. Communications for Statistical Application and Methods. 22, 173-180.
[14] Hyejin Shin, Seokho Lee* (2016) An RKHS approach for robust functional linear regression. Statistica Sinica. 26, 255-272.
[15] Seokho Lee*, Hyejin Shin, Sang Han Lee (2016+) Label-noise resistant logistic regression for functional data classification with an application to alzheimer's disease study. Biometrics. Accepted.
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