Professors
김경희 (Kim, Kyoung Hee), 金景熙
- Position
- Associate Professor
- Phone Number
- +82-2-3290-2232
- Research Areas
- Nonparametric statistical estimation
- Office
- 정경관 614B호 (614B CPSE Bldg.)
- Degree
- Ph.D
- Homepage
- https://sites.google.com/site/kyoungheearlene
- arlenent@korea.ac.kr
Education
-
통계학 박사, 예일대학교 (Yale University), 2012 통계학 석사, 고려대학교, 2005 통계학 학사, 고려대학교, 2003
Professional Experience and Awards
-
-경력 2019.9-, 조교수, 부교수, 고려대학교 통계학과. 2017.3-2019.8, 조교수, 성신여자대학교 통계학과. 2012.9-2017.7, 박사후 연구원, University of Cambridge. 2005.9-2006.8, 석사후 연구원, 서울대학교 복잡계통계연구센터. -수상 2012.5, Francis J. Anscombe Award, Yale University
Undergraduate/Graduate Courses
-
[학부] 다변량, 통계수학, 확률론, 통계적 데이터과학II [대학원] 이론통계, 이론통계특수연구 I, II
Journal Articles
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(International) Kim, A. K. H. and Guntuboyina, A. (2022) Minimax bounds for estimating multivariate Gaussian location mixtures, Electronic Journal of Statistics 16(1), 1461-1484. Choi, T., Kim, A. K. H. and Choi, S. (2021) Semiparametric least-squares regression with doubly censored data. Computational Statistics & Data Analysis 164, 107306. Kim, A. K. H. and Chung, H. (2021) The effect of rebalancing on LDA in imbalanced classification. Stat, 10(1), e384. Feng, O. Y., Guntuboyina, A., Kim, A. K. H. and Samworth, R. J. (2021) Adaptation in multivariate log-concave density estimation. Annals of Statistics 49(1), 129-153. Kim, A. K. H. (2020) Obtaining minimax lower bounds: a review. Journal of Korean Statistical Society 49, 673-701. Kim, A. K. H., Guntuboyina, A. and Samworth, R. J. (2018) Adaptation in log-concave density estimation. Annals of Statistics, 46(5), 2279-2306. Carpentier, A. and Kim, A. K. H.(2018) An iterative hard thresholding estimator for low rank matrix recovery with explicit limiting distribution. Statistica Sinica, 28(3), 1371-1393. Kim, A. K. H. and Shin, S. J. (2017) The cumulative Kolmogorov filter for model-free screening in ultrahigh dimensional data. Statistics and Probability Letters, 126, 238-243. Kim, A. K. H. and Samworth, R. (2016) Global rates of convergence in log-concave density estimation. Annals of Statistics, 44(6), 2756-2779. Kim, A. K. H. and Zhou, H. (2015) Tight minimax rates for manifold estimation under Hausdorff loss. Electronic Journal of Statistics, 9(1), 1562-1582. Carpentier, A. and Kim, A. K. H. (2015) Adaptive and minimax optimal estimation of the tail coefficient. Statistica Sinica, 25(3), 1133-1144. Carpentier, A. and Kim, A. K. H. (2014) Adaptive confidence intervals for the tail coefficient in a wide second order class of Pareto models. Electronic Journal of Statistics, 8(2), 2066-2110. Kim, A. K. H. (2014) Minimax bounds for estimation of normal mixtures. Bernoulli, 20(4), 1802-1818.