권용현
- 직위
- 조교수
- 학처
- 이학처
- 학과
- 수학과
- 전공분야
- 통계학
- 학위/출신학교
- 박사(Iowa State Univ.)
학력/경력
<학력>
2020.2 서울대학교 이학사 통계학 전공
2024.5 아이오와주립대학교(Iowa State Univ.) 통계학 박사
<경력>
2020.1 - 2023.8 설문조사 통계 및 방법론 센터(ISU CSSM) 연구 조교
2022.8 - 2022.12 아이오와주립대학교 통계학 실습 강사
2022.5 - 2022.8 Kynetec Inc. 데이터 사이언티스트 인턴
2023.9 - 2023.12 서울대학교 통계학과 방문연구원
2024.6 - 현재 수학과 조교수
2020.2 서울대학교 이학사 통계학 전공
2024.5 아이오와주립대학교(Iowa State Univ.) 통계학 박사
<경력>
2020.1 - 2023.8 설문조사 통계 및 방법론 센터(ISU CSSM) 연구 조교
2022.8 - 2022.12 아이오와주립대학교 통계학 실습 강사
2022.5 - 2022.8 Kynetec Inc. 데이터 사이언티스트 인턴
2023.9 - 2023.12 서울대학교 통계학과 방문연구원
2024.6 - 현재 수학과 조교수
교육담당
통계의 이해, 통계적 방법론 미분방정식, 전략적 국방분석
연구분야
Survey sampling, Missing data analysis, Machine Learning
저서/역서
연구과제/연구보고서
학술논문
Kwon, Y., Kim, J., & Qiu, Y. (2026+). Generalized entropy calibration for analyzing voluntary survey data. Biometrics, accepted for publication.
Kwon, Y., Kim, J., & Qiu, Y. (2025+). Debiased calibration estimation using generalized entropy in survey sampling. Journal of the American Statistical Association, accepted for publication.
Kim, J.K., Kwon, Y., Qiu, Y. and Park, J. (2025). Model-assisted calibration estimation using Generalized entropy calibration in survey sampling, Survey Methodology, 51(1), 197-215.
Kim, J. & Kwon, Y. (2024). Comments on “Exchangeability assumption in propensity？score based adjustment methods for population mean estimation using non？probability samples”. Survey Methodology, 50(1), 57-63.
Kwon, Y. & Kim, J. (2023). Ensemble Fractional Imputation for Incomplete Categorical Data with a Graphical Model. In Workshop on Data-centric Machine Learning Research, International Conference on Machine Learning (ICML).
Yang, Y., Kwon, Y., Kim, J., & Cho, I. (2023). Ultra Data-Oriented Parallel Fractional Hot-Deck Imputation With Efficient Linearized Variance Estimation. IEEE Transactions on Knowledge & Data Engineering, 35(9), 9754？9768.
Kim, J.K., Rao, J.N.K. & Kwon, Y. (2022) Analysis of clustered survey data based on two-stage informative sampling and associated two-level models. Journal of the Royal Statistical Society: Series A (Statistics in Society), 185(4), 1522？1540.
Kwon, Y. (2023). Interactive electronic device for performing functions of providing responses to questions from users and real-time conversation with the users using models learned by deep learning technique and operating method thereof. KR Patent No. 10-2498533.
Kwon, Y. (2021). System for providing artificial intelligent home education big data platform by using sampling method based on mobile device and the operating method of the same. U.S. Patent No. 10,997,621.
Kwon, Y., Kim, J., & Qiu, Y. (2025+). Debiased calibration estimation using generalized entropy in survey sampling. Journal of the American Statistical Association, accepted for publication.
Kim, J.K., Kwon, Y., Qiu, Y. and Park, J. (2025). Model-assisted calibration estimation using Generalized entropy calibration in survey sampling, Survey Methodology, 51(1), 197-215.
Kim, J. & Kwon, Y. (2024). Comments on “Exchangeability assumption in propensity？score based adjustment methods for population mean estimation using non？probability samples”. Survey Methodology, 50(1), 57-63.
Kwon, Y. & Kim, J. (2023). Ensemble Fractional Imputation for Incomplete Categorical Data with a Graphical Model. In Workshop on Data-centric Machine Learning Research, International Conference on Machine Learning (ICML).
Yang, Y., Kwon, Y., Kim, J., & Cho, I. (2023). Ultra Data-Oriented Parallel Fractional Hot-Deck Imputation With Efficient Linearized Variance Estimation. IEEE Transactions on Knowledge & Data Engineering, 35(9), 9754？9768.
Kim, J.K., Rao, J.N.K. & Kwon, Y. (2022) Analysis of clustered survey data based on two-stage informative sampling and associated two-level models. Journal of the Royal Statistical Society: Series A (Statistics in Society), 185(4), 1522？1540.
Kwon, Y. (2023). Interactive electronic device for performing functions of providing responses to questions from users and real-time conversation with the users using models learned by deep learning technique and operating method thereof. KR Patent No. 10-2498533.
Kwon, Y. (2021). System for providing artificial intelligent home education big data platform by using sampling method based on mobile device and the operating method of the same. U.S. Patent No. 10,997,621.