Myoungshic Jhun, Professor, B.S. in Mathematics, Seoul National University, Ph.D. in Statistics, 1985, University of California at Berkeley: Computer Intensive Methods in Statistics, Data Analysis
Education & Experience
1972-1976; Seoul National University, Mathematics Dept. (BS) 1978-1980; Michigan State University, Statistics Dept. (MS) 1980-1985; UC Berkeley, Statistics Dept. (Ph.D. under Prof. Beran)
Research Assistant (Prof. Neyman and Prof. Le Cam) and Acting Instructor 1985-1988; Univ. of Michigan at Ann Arbor, Statistics Dept. (tenure track asst. professor)
Invited Speaker (Institute of Mathematical Statistics Meeting; Stony Brook, U.S.A. 1985) Lilly Award Fellow at the Univ. of Michigan (1986)
NSF Postdoctoral Associate (1987-88) 1988-2018; Korea University, Statistics Department (asst. assoc. full professor) Invited Speaker (Global convention of ethnic Korean scientists and engineers, 1993) Invited Speaker (Asian Conference on Statistical Computing, 1993, Beijing, China) Chair of Statistics Department (1992-1994, 2006-2007) ` Member of Natural Science Subcommittee, KRF (1989~90, 1993~94, 2001) Council Member of International Biometric Society (1994-1997)
Visiting Professor at UC Berkeley (supported by KNSF, (1994/8-1995/7) Director of Institute of Statistics at Korea University (1995-1999) Elected Member of International Statistical Institute (1995-2010) Invited Speaker (2nd World Conference on Statistical Computing, Pasadena, U.S.A.1997) Visiting Professor at Univ. of Heidelberg (supported by KNSF & DFG, 1999/6-8) Associate Editor, Computational Statistics and Data Analysis (2001~07) Memberof Board of Directors, Korean Statistical Society (2004.1~05.12) Chair, Special Committee of National Statistical System Reinforcement (2005~07) Awarded National Service Medal, Government of Korea (2006.9.1) Member of National Statistical Committee (2009~13) Dean, College of Political Science and Economics, Korea University (2010.7~2012.6) Chair, Statistical Consulting Committee, Bank of Korea (2011~2016) Dean, Graduate School, Korea University (2013.9~2015.8) 2018- Professor and Chair (Applied Mathematics and Statistics, SUNY Korea) Professor Emeritus (Dept. of Statistics, Korea University)
Recent Research Projects Funded by KNSF & KRF
On the Use of Adaptive Nearest Neighbors for Classification and Regression (PI: 2020/6-2022/8)
Kernel ridge regression for ultra-high dimensional large-scale data (PI: 2018/6-2020/5)
Optimality of Nonparametric Regression Function Estimation (PI: 2016/11 –2017/10)
Quantile Regression Model and Support Vector Machine via Hierarchical Penalization (PI: 2013/06 –2016/05)
Shrinkage Methods for Quantile Regression Model (PI: 2010/05 –2013/04)
On the Use of Spatial Median for Statistical Problems (PI: 2007/08 –2010/07)
Adaptive Nearest Neighbors (PI: 2005/09 –2006/08)
Statistical Modeling for Complex Structure Data (Co-PI: 2005/09 –2008/08)
Publications (refereed academic journal)
Jongkyeong Kang and Myoungshic Jhun (2021/7) Random projection ensemble adaptive nearest neighbor classification. KJAS34(3), 401-410
Jongkyeong Kang and Myoungshic Jhun (2020/7) Variable selection in reproducing kernel Hilbert space using random sketch method. JKDISS 31(4), 501-511
Jongkyeong Kang and Myoungshic Jhun (2020/1) Divide-and-conquer random sketched kernel ridge regression for large-scale data analysis. JKDISS 31(1), 15-23
Myoungshic Jhun, Jongkyeong Kang, and Sangwan Bang (2017/10)Selection of bandwidth for local linear composite quantile regression smoothing. KJAS 30(5), 733-745
Jong Chan Lee, Myoungshic Jhun & Hyeong Chul Jeong (2014/2) A Statistical Testing of the Consistency Index in Analytic Hierarchy Process. KJAS, 27(1), 103-114
Sungwan Bang & Myoungshic Jhun (2014). Weighted Support Vector Machine Using K-Means Clustering. Communications in Statistic: Simulation and Computation. 43(10), 2307-2324
Jongkyeong Kang, Sungwan Bang and Myoungshic Jhun (2014). Simultaneous Confidence Intervals for the Ratios of the Marginal Means of Multivariate Poisson Distribution. Comm. in Statistic: Simulation and Computation. 43(7), 1783-1796
Sooncheol Sohn & Myoungshic Jhun (2012/4) A Robust Approach of Regression-Based Statistical Matching for Continuous Data. KJAS. 25(2), 331-339
Sohyun Park, Sungwan Bang, Myoungshic Jhun (2011/12). On the Use of Sequential Adaptive Nearest Neighbors for Missing Value Imputation. KJAS 24(6), 1249-1257
Sungwan Bang, Ja-Yong Koo, and Myoungshic Jhun (2010/08). Support Vector Machine Using K-Spatial Medians Clustering and Recovery Process. Communications in Statistic: Simulation and Computation, 39(7), 1422-1434
Yang-Jin Kim, HyungJun Cho, Jinheum Kim, and Myoungshic Jhun (2010). Median Regression Model with Interval Censored Data. Biometrical Journal, 52(2), 201-208.
Ja-Yong Koo, Changyi Park, and Myoungshic Jhun (2009). Classification Spline Machine for Credit Scoring. JSCS, 79(5), 681-689.
Jinwoo Maeng, Sungwan Bang, Myoungshic Jhun (2010/12). On the Use of Modified Adaptive Nearest Neighbors for Classification. The Korean Journal of Applied Statistics, 23(6), 1093-1102
Myoungshic Jhun and Inkyung Choi (2009). Bootstrapping Least Distance Estimator in the Multivariate Regression Model. CSDA, 53(12), 4221-4227.
Myoungshic Jhun and SeungJun Shin (2009). Bootstrapping Spatial Median for Location Problems. Communications in Statistic-Simulation and Computation, 38(10), 2123-2133.
Soonchul Son, Myoungshic Jhun (2009). Stratification Method Using k-Spatial Medians Clustering. The Korean Journal of Applied Statistics, 22(4), 677-686.
Sookjung Jo, Jongsung Bae, Myoungshic Jhun, Jaewon Lee, Sanggue Park (2009). Sample Size Computation for One-Way Analysis of Variance. JKDAS, 3(B), 1429-1441.
Myoungshic Jhun, Hyeong Chul Jeong, and Ja-Yong Koo (2007). On the Use of Adaptive Nearest Neighbors for Missing Value Imputation. Communications in Statistics-Simulation and Computation, 36(6), 1275-1286.
Jae Won Lee, Myoungshic Jhun, Jong Young Kim, and JungBok Lee (2007). An optimal choice of window width for LOWESS normalization of microarray data. OR Spectrum, 30(2), 235-248.
Byoung Chul Jung, Myoungshic Jhun, and SeuckHeun Song (2007). A New Random Permutation Test in ANOVA Models. Statistical Papers, 48(1), 47-62.
Myoungshic Jhun, HyeongChul Jeong, and Seungwook Bahng (2007). Simultaneous Confidence Intervals for the Mean of Multivariate Poisson Distribution. Communications in Statistics, 36(1), 151-164.
S.J. Lee, C. Park, M. Jhun, and J-Y Koo (2007). Support Vector Machine using K-Means Clustering. JKSS, 36(1), 175-182.
Byoung Chul Jung, Myoungshic Jhun, and SeuckHeun Song (2006). Testing for Overdispersion in a Censored Poisson Regression Model. Statistics, 40(6), 533-543.
Byoung Cheol Jung, Myoungshic Jhun, and Jae Won Lee (2005). Bootstrap Tests for Overdispersion in a Zero Inflated Poisson Regression Model. Biometrics, 61(2), 626-628.
Hyeong Chul Jeong, Myoungshic Jhun, and Daehak Kim (2005). Bootstrap Tests for Independence in Two-way Ordinal Contingency Tables. CSDA, 48(3), 623-631.
Seohoon Jin, Myoungshic Jhun (2005). On the Assessment of Validity and Stability in Cluster Analysis. JKDAS, 7(5), 1509-1515.
Hyeonseok Ko, Myoungshic Jhun (2005). A Comparative Study on Estimating Number of Uniqueness in Disclosing Microdata. The Applied Statistics, 20, 89-104.
Myoungshic Jhun, Kimin Kim, Hyeonseok Ko (2004). Some Practical Uses of Population and Housing Census of 2000 in Korea. The Applied Statistics, 19, 35-53.
Myoungshic Jhun, SeuckHeun Song, and Byoung Cheol Jung (2003). BLUP in the Nested Panel Regression Model with Serially Correlated Errors. CSDA, 44(1-2), 77-88.
Hyoungchoel Jung, Myoungshic Jhun, Daehak Kim (2003). A Comparison of Confidence Intervals for the Difference of Proportions. KJAS 16(2), 377-393.
Myung-Hoe Huh and Myoungshic Jhun (2001). Random Permutation Testing in Multiple Linear Regression. Communications and Statistics -Theory and Methods, 30(10), 2023-2032.
SeuckHeun Song, Byoung Cheol Jung, and Myoungshic Jhun (2001). LM Tests in Nested Serially Correlated Error Component Model with Panel Data. JKSS, 30(4), 541-550.
Changwan Kang, Daehak Kim, Myoungshic Jhun (2001). The Application of Bootstrap Methods for Correspondence Analysis, KJAS 14(2), 401-414.
Myoungshic Jhun (2001/8). Change in Korean Society and its Impact on Statistical Developments, 'Statistics in Korea: History, Role in Economic Development and Current Statistical System' edited by Song and Huh, 147-166.
Myoungshic Jhun and Hyeong Chul Jeong (2000). Bootstrap Methods for Categorical Data Analysis. CSDA, 35(1), 83-91.
Myoungshic Jhun and Seohoon Jin (2000). On a Modified K-Spatial Medians Clustering. JKSS, 29(2), 247-260.
Seuckheun Song, Myoungshic Jhun, Byoungcheol Jung (2000). A Comparison of Estimation Procedures in a Nested Error Components Regression Model. KJAS, 13(1), 55-70.
Byoung Cheol Jung, Myoungshic Jhun, SeuckHeun Song (1999). Asymptotic Distribution of the LM Test Statistic for the Nested Error Component Regression Model. JKSS, 28(4), 489-501.
Seuckheun Song, Myoungshic Jhun, Byoungcheol Jung (1999). A comparative study on the confidence intervals for regression coefficients in a panel regression model. KJAS, 12(2), 449-461.
SeuckHeun Song, Myoungshic Jhun, and Byoung Cheol Jung (1998). The Efficiency of the Cochran-Orcutt Estimation Procedure in Autocorrelated Regression Models. JKSS, 27(3), 319-330.