Mi Jeong Kim Associate Professor

Department of Statistics

김미정 프로필 사진

				
  • Science Building B #B507
  • 02-3277-2619
  • Research Interests
    • Semiparametrics, Causal Inferences, Copula
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
    SCIE Scopus dColl.
  • Investigating the spatio-temporal variation of hepatitis A in Korea using a Bayesian model Frontiers in Public Health, 2023, v.10, 1085077
    SCIE SSCI Scopus dColl.
  • 차원축소 방법을 이용한 평균처리효과 추정에 대한 개요 응용통계연구, 2023, v.36 no.4, 323-335
    KCI dColl.
  • 혹스 과정의 개요 및 응용 응용통계연구, 2023, v.36 no.4, 309-322
    KCI dColl.
  • 시계열 자료에서 불변하는 인과성 탐색: 원-달러 환율 데이터에 적용 응용통계연구, 2021, v.34 no.5, 837-848
    KCI dColl.
  • Characterization of histone modification patterns and prediction of novel promoters using functional principal component analysis PLOS ONE, 2020, v.15 no.5, e0233630
    SCIE Scopus dColl.
  • 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
    Scopus KCI dColl.
  • On structural properties of an asymmetric copula family and its statistical implication Fuzzy Sets and Systems, 2020, v.393, 126-142
    SCIE Scopus dColl.
  • A study on robust regression estimators in heteroscedastic error models 한국데이터정보과학회지, 2017, v.28 no.5, 1191~1204
    KCI dColl.
  • 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
    SCIE Scopus dColl.
  • Rigid 모션과 distortion을 이용한 이변량 Copula 함수의 변형 리스크관리연구, 2017, v.28 no.3, 119~144
    KCI dColl.
  • Semiparametric efficient estimators in heteroscedastic error models Annals of the Institute of Statistical Mathematics, 2017, v.71 no.1, 1-28
    SCIE Scopus dColl.
  • 기운 일반화 t 분포를 이용한 이진 데이터 회귀 분석 응용통계연구, 2017, v.30 no.5, 775~791
    KCI dColl.
  • 표본 선택 모형을 이용한 국내 여성 임금 데이터 분석 한국데이터정보과학회지, 2017, v.28 no.5, 1077~1085
    KCI dColl.
  • 경쟁 위험 회귀 모형의 이해와 추정 방법 응용통계연구, 2016, v.29 no.7, 1231
    KCI dColl.
  • 준모수적 방법을 이용한 랜덤 절편 로지스틱 모형 분석 응용통계연구, 2015, v.28 no.6, 1121-1131
    KCI dColl.
  • [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
    SCIE
  • [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
    SSCI
  • [학술지논문] Overview of estimating the average treatment effect using dimension reduction methods 응용통계연구, 2023, v.36 no.4 , 323-335
    KCI
  • [학술지논문] An overview of Hawkes processes and their applications 응용통계연구, 2023, v.36 no.4 , 309-322
    KCI
  • [학술지논문] 단변량 및 다변량 함수 데이터에 대한 분산분석의 활용 응용통계연구, 2022, v.35 no.5 , 579-591
    KCI
  • [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
    SCIE
  • [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
    Scopus
  • [학술지논문] On structural properties of an asymmetric copula family and its statistical implication FUZZY SETS AND SYSTEMS, 2020, v.393 no.0 , 126-142
    SCI
  • [학술지논문] Semiparametric efficient estimators in heteroscedastic error models ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, v.71 no.1 , 1-28
    SCIE
  • [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
  • [학술발표] Statistical methods for identifying novel promoters 62nd ISI World Statistics Congress, 말레이지아, 쿠알라룸푸르, 2019-08-20 62nd ISI World Statistics Congress, 2019
Courses
  • 2024-2nd

    • Basic Probability Theory

      • Subject No 20634Class No 01
      • 2Year ( 3Credit , 3Hour) Tue 5~5 (SCI-) , Thu 6~6 (101)
    • Basic Probability Theory

      • Subject No 20634Class No 02
      • 2Year ( 3Credit , 3Hour) Tue 6~6 (SCI-) , Thu 4~4 (101)
    • Statistical Consulting & Practice Ⅱ

      • Subject No G11885Class No 01
      • Year ( 3Credit , 3Hour) Tue 1~1 (D109) , Thu 1~1 (D109)
  • 2024-1st

    • Mathematical Statistics Ⅰ

      • Subject No 30217Class No 02
      • 3Year ( 3Credit , 3Hour) Mon 6~6 (POSCO262) , Wed 5~5 (POSCO262)
    • Probability Theory Ⅰ

      • Subject No G11805Class No 01
      • Year ( 3Credit , 3Hour) Thu 5~6 (POSCO-461)
      • Classroom Changed
  • 2023-2nd

    • Basic Probability Theory

    • Basic Probability Theory

    • Statistical Consulting & Practice Ⅱ

      • Subject No G11885Class No 01
      • Year ( 3Credit , 3Hour) Tue 1~1 (D108) , Thu 1~1 (D108)
  • 2022-1st

    • First-Year Seminar

      • Subject No 10851Class No 09
      • 1Year ( 1Credit Mon 7~7 (POSCO362)
    • Mathematical Statistics I

      • Subject No 30217Class No 02
      • 3Year ( 3Credit , 3Hour) Mon 3~3 , Wed 2~2
    • Statistical Consulting & Practice Ⅰ

      • Subject No G11812Class No 01
      • Year ( 3Credit , 3Hour) Thu 1~1 (-) , Fri 1~1 (-)
  • 2021-2nd

    • Basic Probability Theory

      • Subject No 20634Class No 01
      • 2Year ( 3Credit , 3Hour) Mon 3~3 (POSCO363) , Wed 2~2 (POSCO363)
    • Statistical Consulting & Practice Ⅱ

      • Subject No G11885Class No 01
      • Year ( 3Credit , 3Hour) Mon 1~1 (D108) , Wed 1~1 (D108)
  • 2021-1st

    • Mathematical Statistics I

      • Subject No 30217Class No 02
      • 3Year ( 3Credit , 3Hour) Tue 3~3 , Thu 2~2
    • Statistical Consulting & Practice Ⅰ

      • Subject No G11812Class No 01
      • Year ( 3Credit , 3Hour) Tue 1~1 , Thu 1~1
Academic Background

Texas A&M University Ph.D.(Statistics)

Ewha Womans University 이학석사(통계학과)

Ewha Womans University 이학사(통계학과)

Work Experience

삼성전자 주식회사 2012-11-01 ~ 2015-02-28