Mi Jeong Kim Associate Professor
Department of Statistics
Mijeong Kim is affiliated with the Department of Statistics in the College of Natural Sciences and primarily teaches courses in statistical theory. She earned her Ph.D. in Statistics from Texas A&M University, and her main research areas include semiparametric methodology, causal inference, and spatial data analysis.
- Science Building B #B507
- 02-3277-2619
- Research Interests
- Semiparametrics, Causal Inference, Copula, Spatial data analysis
Research Record
- Appropriate use of parametric and nonparametric methods in estimating regression models with various shapes of errors STAT, 2023, v.12 no.1, e606
- Investigating the spatio-temporal variation of hepatitis A in Korea using a Bayesian model Frontiers in Public Health, 2023, v.10, 1085077
- 차원축소 방법을 이용한 평균처리효과 추정에 대한 개요 응용통계연구, 2023, v.36 no.4, 323-335
- 혹스 과정의 개요 및 응용 응용통계연구, 2023, v.36 no.4, 309-322
- 시계열 자료에서 불변하는 인과성 탐색: 원-달러 환율 데이터에 적용 응용통계연구, 2021, v.34 no.5, 837-848
- Characterization of histone modification patterns and prediction of novel promoters using functional principal component analysis PLOS ONE, 2020, v.15 no.5, e0233630
- Independence test of a continuous random variable and a discrete random variable Communications for Statistical Applications and Methods, 2020, v.27 no.3, 285-299
- On structural properties of an asymmetric copula family and its statistical implication Fuzzy Sets and Systems, 2020, v.393, 126-142
- A study on robust regression estimators in heteroscedastic error models 한국데이터정보과학회지, 2017, v.28 no.5, 1191~1204
- EMSaov: An R package for the analysis of variance with the expected mean squares and its shiny application R Journal, 2017, v.9 no.1, 252-261
- Rigid 모션과 distortion을 이용한 이변량 Copula 함수의 변형 리스크관리연구, 2017, v.28 no.3, 119~144
- Semiparametric efficient estimators in heteroscedastic error models Annals of the Institute of Statistical Mathematics, 2017, v.71 no.1, 1-28
- 기운 일반화 t 분포를 이용한 이진 데이터 회귀 분석 응용통계연구, 2017, v.30 no.5, 775~791
- 표본 선택 모형을 이용한 국내 여성 임금 데이터 분석 한국데이터정보과학회지, 2017, v.28 no.5, 1077~1085
- 경쟁 위험 회귀 모형의 이해와 추정 방법 응용통계연구, 2016, v.29 no.7, 1231
- 준모수적 방법을 이용한 랜덤 절편 로지스틱 모형 분석 응용통계연구, 2015, v.28 no.6, 1121-1131
- [학술지논문] Appropriate use of parametric and nonparametric methods in estimating regression models with various shapes of errors STAT, 2023, v.12 no.1 , 1-13
- [학술지논문] Investigating the spatio-temporal variation of hepatitis A in Korea using a Bayesian model FRONTIERS IN PUBLIC HEALTH, 2023, v.10 no.. , 01-13
- [학술지논문] Overview of estimating the average treatment effect using dimension reduction methods 응용통계연구, 2023, v.36 no.4 , 323-335
- [학술지논문] An overview of Hawkes processes and their applications 응용통계연구, 2023, v.36 no.4 , 309-322
- [학술지논문] 단변량 및 다변량 함수 데이터에 대한 분산분석의 활용 응용통계연구, 2022, v.35 no.5 , 579-591
- [학술지논문] Invariant causal prediction for time series data: Application to won dollar exchange rate data 응용통계연구, 2021, v.34 no.5 , 837-848
- [학술지논문] Characterization of histone modification patterns and prediction of novel promoters using functional principal component analysis PLOS ONE, 2020, v.15 no.5 , 0233630-0233630
- [학술지논문] Independence test of a continuous random variable and a discrete random variable Communications for Statistical Applications and Methods, 2020, v.27 no.3 , 285-299
- [학술지논문] On structural properties of an asymmetric copula family and its statistical implication FUZZY SETS AND SYSTEMS, 2020, v.393 no.0 , 126-142
- [학술발표] Characterization of histone modification patterns and prediction of novel promoters using functional principal component analysis IBC 2020 Virtual, 대한민국, 온라인으로 진행, 2020-08-10 The International Biometric Society, 2020
Courses
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2025-1st
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Basic Probability Theory
- Subject No 20634Class No 02
- 2Year ( 3Credit , 3Hour) Tue 6~6 (SCI-) , Thu 4~4 (101)
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Introduction to Time Series Analysis 강의 계획서 상세보기
- Subject No 20643Class No 01
- 4Year ( 3Credit , 3Hour) Tue 5~5 (D) , Thu 6~6 (101)
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Probability Theory Ⅰ 강의 계획서 상세보기
- Subject No G11805Class No 01
- Year ( 3Credit , 3Hour) Fri 5~6 (POSCO-366)
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2024-2nd
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Basic Probability Theory
- Subject No 20634Class No 01
- 2Year ( 3Credit , 3Hour) Tue 5~5 (SCI-) , Thu 6~6 (101)
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Basic Probability Theory
- Subject No 20634Class No 02
- 2Year ( 3Credit , 3Hour) Tue 6~6 (SCI-) , Thu 4~4 (101)
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Statistical Consulting & Practice Ⅱ
- Subject No G11885Class No 01
- Year ( 3Credit , 3Hour) Tue 1~1 (D109) , Thu 1~1 (D109)
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2024-1st
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Mathematical Statistics Ⅰ
- Subject No 30217Class No 02
- 3Year ( 3Credit , 3Hour) Mon 6~6 (POSCO262) , Wed 5~5 (POSCO262)
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Probability Theory Ⅰ
- Subject No G11805Class No 01
- Year ( 3Credit , 3Hour) Thu 5~6 (POSCO-461)
- Classroom Changed
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2023-2nd
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Basic Probability Theory
- Subject No 20634Class No 01
- 2Year ( 3Credit , 3Hour) Mon 2~2 (SCI-) , Thu 3~3 (101)
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Basic Probability Theory
- Subject No 20634Class No 02
- 2Year ( 3Credit , 3Hour) Tue 3~3 (SCI-) , Thu 2~2 (101)
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Statistical Consulting & Practice Ⅱ
- Subject No G11885Class No 01
- Year ( 3Credit , 3Hour) Tue 1~1 (D108) , Thu 1~1 (D108)
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2022-1st
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First-Year Seminar
- Subject No 10851Class No 09
- 1Year ( 1Credit Mon 7~7 (POSCO362)
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Mathematical Statistics I
- Subject No 30217Class No 02
- 3Year ( 3Credit , 3Hour) Mon 3~3 , Wed 2~2
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Statistical Consulting & Practice Ⅰ
- Subject No G11812Class No 01
- Year ( 3Credit , 3Hour) Thu 1~1 (-) , Fri 1~1 (-)
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Academic Background
Texas A&M University Ph.D.(Statistics)
Work Experience
삼성전자 주식회사 2012-11-01 ~ 2015-02-28