Research output per year
Research output per year
Personal profile
In Korean
김영민 교수(자연과학대학 통계학과)
Education
o (2002) B.A., Yonsei University, Seoul, South Korea
o (2005) M.A., Yonsei University, Seoul, South Korea
o (2012) Ph.D., Iowa State University, Ames, Iowa, U.S.A.
o (2005) M.A., Yonsei University, Seoul, South Korea
o (2012) Ph.D., Iowa State University, Ames, Iowa, U.S.A.
Professional Experience
o (2022~Present) Associate Professor, Kyungpook National University, Daegu, South Korea
o (2016~2022) Assistant Professor, Kyungpook National University, Daegu, South Korea
o (2013~2016) Research Scientist, Radiation Effects Research Foundation, Hiroshima, Japan
o (2011~2013) Postdocotoral Reseawrch, University at Buffalo, New York, U.S.A.
o (2006~2011) Research Assistant, Iowa State University, Ames, Iowa, U.S.A.
o (2005~2006) Researcher, (주) Korea Credit Bureau, Seoul, South Korea
o (2016~2022) Assistant Professor, Kyungpook National University, Daegu, South Korea
o (2013~2016) Research Scientist, Radiation Effects Research Foundation, Hiroshima, Japan
o (2011~2013) Postdocotoral Reseawrch, University at Buffalo, New York, U.S.A.
o (2006~2011) Research Assistant, Iowa State University, Ames, Iowa, U.S.A.
o (2005~2006) Researcher, (주) Korea Credit Bureau, Seoul, South Korea
Research Interests
Bootstrap and empirical likelihood methods, Data Privacy, Radiation Epidemiology, Causal Mediation Analysis
Major Research Achievements
o Cosine-based variable bandwidth selection for nonparametric spectral density estimation under long-range dependence". Journal of Statistical Computation and Simulation
o Causal mediation analysis in nested case-control studies using conditional logistic regression
o Frequency-domain bootstrap for ratio statistics under long-range dependence
o Nonparametric spectral density estimation under long-range dependence
o A progressive block empirical likelihood method for time series
o A frequency-domain bootstrap for Whittle estimation under long-range dependence
o Properties of a block bootstrap under long-range dependence
o Causal mediation analysis in nested case-control studies using conditional logistic regression
o Frequency-domain bootstrap for ratio statistics under long-range dependence
o Nonparametric spectral density estimation under long-range dependence
o A progressive block empirical likelihood method for time series
o A frequency-domain bootstrap for Whittle estimation under long-range dependence
o Properties of a block bootstrap under long-range dependence
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Collaborations and top research areas from the last five years
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An investigation on synthetic data generation from original incomplete data
Seo, Y. B. & Kim, Y. M., 2025, (Accepted/In press) In: Communications in Statistics Part B: Simulation and Computation.Research output: Contribution to journal › Article › peer-review
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Bootstrap confidence interval estimation in generalized nonlinear models
Jeong, H., Kim, Y. M., Bang, Y. J., Seo, S. & Lee, W. J., 2025, In: Communications in Statistics Part B: Simulation and Computation. 54, 8, p. 3222-3240 19 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Modified nonparametric spectral density estimation under long-range dependence
Kim, Y. M., 2025, In: Journal of Statistical Computation and Simulation. 95, 17, p. 3728-3748 21 p.Research output: Contribution to journal › Article › peer-review
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R/Shiny를 활용한 금융 조기경보시스템 개발
YOUNG MIN, K., 2024, In: 한국정보기술학회.Research output: Contribution to journal › Article › peer-review
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Robust estimation of a marginal causal effect on the binary outcome using propensity score matching
KIM, Y. M., 2024, In: 한국데이터정보과학회지. 35, p. 161Research output: Contribution to journal › Article › peer-review