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 양 성준 교수님
양 성준 교수님
함수추정, 생존분석
자연과학대학 206호
sjyang@hufs.ac.kr
031-330-4646
 
학력

서울대학교 통계학과 이학사 (2002)
서울대학교 통계학과 이학박사 (2012)

경력

벨기에 루뱅카톨릭대학교 박사후연구원 (2012.05~2014.02)
현 한국외국어대학교 통계학과 조교수 (2014.03~)

연구분야

비/준모수적 추론 Non- and Semiparametric inference
중도절단회귀 Censored regression
구조적비모수회귀모형 Structured nonparametric regression

논문


[4] Seong J. Yang and Young Kyung Lee (2014). Generalized partially linear varying coefficient models with multiple smoothing variables, Journal of the Korean Statistical Society, to appear.


[3] Seong J. Yang and Byeong U. Park (2014). Efficient estimation for partially linear varying coefficient models when coefficient functions have different smoothing variables, Journal of Multivariate Analysis, 126, 100-113.


[2] Seong J. Yang, Anouar El Ghouch and Ingrid Van Keilegom (2014), Varying coefficient models having different smoothing variables with randomly censored data, Electronic Journal of Statistics, 8. 226-252.


[1] Choongrak Kim, Minkyung Oh, Seong J. Yang and Hyemi Choi (2010), A local linear estimation of conditional hazard function in censored data, Journal of the Korean Statistical Society, 39, 347-355.

 

학회 및 세미나 발표


[8] Recent Developments in Data Science and Its Applications 2015 in Chung-Ang university, 11 Dec, 2015 "Varying coefficient regression models with randomly censored data".


[7] Statistics seminar in Seoul National university, 14 May, 2015 "Varying coefficient regression models with randomly censored data".


[6] Statistics seminar in Inha university, 14 November, 2014, "Partially linear varying coefficient model".


[5] Korean Statistical Society 2014 Fall Meeting, 31 October--1 November 2014, Seoul, Korea, "Generalized partially linear varying coefficient models with multiple smoothing variables", invited session.


[4] Korean Statistical Society 2014 Spring Meeting, 23--24 May 2014, Daejon, Korea, "Two-step estimation for varying coefficient regression models with censored data when coefficient functions depend on different smoothing variables", invited session.


[3] 21th meeting of the Belgian Statistical Society (BSS 2013), 9-11 October 2013, Ghent, Belgium, "Varying coefficient models having different smoothing variables with randomly censored data", contributed session.


[2] 5th International Conference of the ERCIM Working Group on Computing \& Statistics (ERCIM 2012), 1-3 December 2012, Oviedo, Spain, "Estimation of varying coefficient models with randomly censored data", invited session.


[1] 2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting (IMS-APRM 2012), 2-4 July 2012, Tsukuba, Japan, "Efficient estimation for partially linear varying coefficient models", contributed session.

 

연구사업


[1] General Researcher Program for Young Researchers - "Nonparametric regression models in high dimensional survival data" (from National Research Foundation of Korea) : July, 2015 ~ June, 2018

 

수상


[1] SG Research Paper Award for Young Researchers - "Generalized partially linear varying coefficient models with multiple smoothing variables" (from Korean Statistical Society) : Nov, 2015


 
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