EWHA WOMANS UNIVERSITY

Mi Jeong Kim Associate Professor

Department of Statistics

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

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
  - Subject No 20634Class No 01
  - 2Year ( 3Credit , 3Hour) Mon 2~2 (SCI-) , Thu 3~3 (101)
- Basic Probability Theory
  - Subject No 20634Class No 02
  - 2Year ( 3Credit , 3Hour) Tue 3~3 (SCI-) , Thu 2~2 (101)
- 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

Mi Jeong Kim Associate Professor

Research Record

Courses

Academic Background

Work Experience