교수소개 교수소개 정보공개 방법 : 포털로그인→종합정보시스템→인사→자기소개등록 공개여부 체크
김진흠
교수소개
성 명 김진흠
소속학부 (과) 데이터과학부 전공 다변량통계학 / 생물통계학
이메일 jinhkim@suwon.ac.kr 연구실 글로벌경상관 904호
연락처 031-220-2394 FAX 031-220-2394
홈페이지 -
교수소개
학 력
  • 1984.3-1988.2 서울대학교 계산통계학과 BA.
    1988.3-1990.2 서울대학교 계산통계학과 MS.
    1992.3-1995.2 서울대학교 계산통계학과 PhD.
경 력
  • 1995-1996 서울대학교 통계연구소 연구원
    1996-현재 수원대학교 전임강사/조교수/부교수/교수
    2000.8-2001.7 노스캐롤라이나대학교 생물통계학과 Research Fellow
연구관심분야
  • Survival Analysis
    Population Genetics
주요논문 (최근 5년간)
  • -국내외 전문학술지 논문발표실적

    Kim J, Kim J, Kim S. (2022). Regression analysis of the illness-death model with a shared frailty when all transition times are interval censored, Communications in Statistics - Simulation and Computation (in print) link
    Kim J, Cha E. (2021). Effect   of Perceived Stress on Health-Related Quality of Life among Primary Caregiving Spouses of Patients with Dementia: The Mediating Role of Depression and Quality of Sleep.  International Journal of Environmental Research and Public Health (submitted)
    Chae K, Choi H, Jeong W, Kim J. (2022). The Value of the Illness-Death Model for Predicting Outcomes in Patients with Non-Small-Cell Lung Cancer, Cancer Research and Treatment (in print)
    Kim S., Hong S., Han Y., Kim J.  (2022). Analysis for clustered data under a semi-competing risks framework edited by Ding-Geng Chen, , Chapman and Hall/CRC Biostatistics Series, New York. (in print)
    Kim J, Cha E. (2021). Predictors of Cognitive Function in Community-Dwelling Older Adults by Age Group: Based on the 2017 National Survey of Older Korean Adults.  International Journal of Environmental Research and Public Health, 18, 1-13.
    Kim S, Ng T, Kim J (2021). Bayesian binary segmentation procedures using the bivariate binomial distribution for detecting streakiness in sports data,  Computational Statistics, 36, 1821-1843.
    Kim J (2020). Developing statistical models and constructing clinical systems for analyzing semi-competing risks data produced from medicine, public heath, and epidemiology fields, Korean Journal of Applied Statistics, 34, 379-393.
    Kim J, Hwang H, Cho Y, Park J (2020). A study on collecting representaive food samples for the 10th Korean standard foods composition table, Korean Journal of Applied Statistics, 33, 215-228.
    Kim J, Ng T, Lee J, Kim S. (2019). A Comparative study on nonparametric estimation procedures for survival quantiles, Communications in Statistics: Simulations and Computations, 48, 2968-2984..
    Kim J, Ng T, Kim S. (2019). Assessing the optimal cutpoint for tumor size in patients with lung cancer based on linear rank statistics in a competing risks framework, Yonsei Medical Journal, 60, 517-524. 
    Kim J, Kim J, Kim S.  (2019). Additive-multiplicative hazards regression models for intervalcensored semi-competing risks data with missing intermediate events, BMC Medical Research Methodology, 19:49, 1-14.
    Kim J, Kim S. (2018). A permutation test for independence of the event of interest and a prognostic factor in the competing risks framework, Journal of the Korean Data & Information Science Society, 29, 1381-1390. 
    Kim S, Kim J, Nam C. (2018). Comparing survival functions with interval-censored data in the presence of an intermediate clinical event, BMC Medical Research Methodology, 18:98, 1-10.
    Kim J, Kim J. (2017). Additive hazards models for interval-censored semi-competing risks data with missing intermediate events, The Korean Journal of Applied Statistics, 30, 539-553.
    Chen S, Li Y, Kim J, Kim S. (2017). Bayesian change point analysis for extreme daily rainfall, International Journal of Climatology, 37, 3123-3137.
    Park J, Yun S, Kim J, Jeong H. (2016). Developing the information security risk index using network gathering data, The Korean Journal of Applied Statistics, 29, 1173-1183.
    Kim J, Kim J. (2016). Regression models for interval-censored semi-competing risks data with missing intermediate transition status, The Korean Journal of Applied Statistics, 29, 1311-1327.
    Kim S, Kim J. (2016). Asymptotic equivalence between the default Bayes factors and the ordinary Bayes factors with intrinsic priors, Journal of the Korean Statistical Society, 45, 518-525..
    Woo S, Kim S, Kim J. (2016). Determining cutoff values of prognostic factors in survival data with competing risks, Computational Statistics, 31, 369-386.
    Kim J, Kim Y, Kim S. (2016). Frailty model approach for the clustered interval-censored data with informative censoring, Journal of the Korean Statistical Society, 45, 156-165.
    Park J, Kang D,Kim J. (2016). A review on mathematical models of estimation for indoor radon concentration, Annals of Occupational and Environmental Medicine, 28:7.
    Kim J. (2015). Book review on Data Analysis with Competing Risks and Intermediate States written by Ronald B. Geskus, Biometrics, 71, 1197-1198. Downloadin
    Kim J. (2015). Book review on Applied Missing Data Analysis written by Zhou X-H, Zhou C, Lui D, and Ding X, Biometrics, 71, 274-275. Download
    Park S, Kim J, Nam C. (2015). Comparison of estimation methods of Cox proportional hazards model with interval-censored data, Journal of Health Informatics and Statistics, 40, 56-62.
    Kim J, Lee J. (2014). Independence tests using coin package in R, Journal of the Korean Data & Information Science Society, 25, 1039-1055.
    Kim J, Kim Y. (2014). Modeling clustered interval-censored failure time data with informative cluster size, The Korean Journal of Applied Statistics, 27, 331-343.
    Lim S, Kim J. (2013). Investigating the behavior of college students in class registeration using social network analysis, The Korean Journal of Applied Statistics, 26, 661-674.
    Kim Y-J, Nam C, Kim J. (2013). Nonparametric two-sample tests of longitudinal data with termination events, Communications in Statistics: Theory and Methods, 42, 1056-1069.
    Kim J, Kim Y. (2012). Analyzing the clustered and interval-censored data based on the semiparametric frailty model, The Korean Journal of Applied Statistics, 25, 707-718.
    Kim Y-J, Kim J, Nam C, Kim Y. (2012). Statistical analysis of dependent current status data, in Interval-Cenored Time-to-Event Data edited by Ding-Geng Chen, Jianguo Sun, and Karl E. Peace, 113-148, Chapman and Hall/CRC Biostatistics Series, New York.  Download 
    Kim J, Nam C, Kim Y-J. (2012). Nonparametric inference for the recurrent event data with incomplete observation gaps, The Korean Journal of Applied Statistics, 25, 621-632.
    Lee S, Kim J, Lee S. (2011). A comparative study on gene-set analysis methods for assessing differential expression associated with the survival phenotype, BMC Bioinformatics, 12:377.
    Kim J. (2011). Effect of thyroidectomy on the time to recovery of parathyroid hormone of thyroid carcinoma patients, Journal of the Korean Data Analysis Society, 13, 2301-2314.
    Yoo D-K, Kim S-K, Koak J-Y, Kim J, Heo S-J. (2011). Effect of bone-implant contact pattern on bone strain distribution: finite element method study, Journal of Korean Academy of Prosthodontics, 49, 214-220.
    Kim Y-J, Nam C, Choi E, Kim Y, Kim J. (2011). The analysis of tumorigenicity data using frailty effect, Journal of the Korean Statistical Society, 40, 281-290.
    Kim J, Kim Y. (2010). Analysis of tumorigenicity data with informative censoring, The Korean Journal of Applied Statistics, 23, 871-882.
    Kim Y-J, Cho H, Kim J, Jeom M. (2010). Median regression model with interval censored data, Biometrical Journal, 52, 201-208.
    Kim J, Kang D, Lim H, Nam D. (2009). Study on effects of population stratification on haplotype trend test in case-control studies, The Korean Journal of Applied Statistics, 22, 1085-1096.
    Kim J, Kim Y-J, Nam C. (2009). A generalized log-rank-type test for comparing survivals with doubly interval-censored data, Biometrical Journal, 51, 689-696.
    Lee S, Jeong S, Kim Y, Kim J, Kang D, Kim H, Nam C. (2009). Cost-effective mammography screening in Korea: high incidence of breast cancer in young women, Cancer Science, 100, 1105-1111.
    Jee S, Nam C, Kim J. (2009). Comparing survival functions with doubly interval-censored data: an application to diabetes surveyed by Korean cancer prevention study, The Korean Journal of Applied Statistics, 22, 595-606.
    Lee S, Kim Y, Kang Y, Jang M, Kim J, Moon J, Lee C, Oho K, Kim Y, and Nam C. (2008). The methodology for developing the 2007 Korean growth charts and blood pressure nomogram in Korean children and adolescents, Korean Journal of Pediatrics, 51, 26-32.
    Kim J, Jang S. (2008). Transmission and disequilibrium tests based on sibship data, The Korean Journal of Applied Statistics, 21 81-94.
    Lee S, Jeong S, Kim J, Jung S, Song K, Nam C. (2007). Scheduling Mammography Screening for the Early Detection of Breast Cancer in Korean Women, Journal of Medical Screening, 14, 205-209.
    Nam C, Kang D, Kim J. (2007). Haplotype-based Score Test for Linkage in Nuclear Families, BMC Bioinformatics, 8:277, 1-7.
    Park J, Yun S, Kim J, Jung H. (2007). A study on the use of cluster analysis for multivariate and multipurpose stratification, The Korean Journal of Applied Statistics, 20, 387-394.
    Kim J, Ahn Y. (2006). Modified Product-limit estimator via period analysis, The Korean Journal of Applied Statistics, 19, 393-404.
    Jeong S, Kang D, Hur N, Kim J, Lee S, Jung S, Nam C. (2006). A study on scheduling periodic examinations for the early detection of breast cancer in Korea, Journal of Preventive Medicine & Public Health, 39, 346-352.
    Kim J, Kang D, Nam, C. (2006). Logrank-type Tests for Comparing Survival Curves with Interval Censored Data, Computational Statistics and Data Analysis, 50, 365-3178.
    Kim J, Nam C, Kang D, Suh I. (2005). Haplotype-based association and linkage analysis of angiotensin-I converting enzyme(ACE) gene with a hypertension, The Korean Journal of Applied Statistics, 18, 297-310.
    Nam J, Kim J, Lee S. (2005). Equivalence of Two Treatments and Sample Size Determination under Exponential Survival Model with Censoring, Computational Statistics and Data Analysis, 49, 217-226.
    Kim J, Kang D, Nam C. (2004). Statistical Aagorithm in genetic linkage based on haplotypes, Journal of Preventive Medicine & Public Health, 37, 366-372.
    Kim J, Kim M. (2004). Regression trees with unbiased variable selection, The Korean Journal of Applied Statistics, 17, 459-473.
    Kim J, Nam C, Kang D. (2004). Controlling the Healthy Worker Effect in the Presence of an Intermediate Variable, Environmetrics, 15, 269-278.
    Kim Y, Lee Y, Park H, Nam C, Kim J, Shin D. (2003). Estimation of willingness to pay for reduction of environmental mortality risk, Journal of Environmental Toxicology, 18, 1-13.
    Cai J, Kim J. (2003). Nonparametric Quantile Estimation with Correlated Failure Time Data, Lifetime Data Analysis, 9, 357-371.
    Yin G, Cai J, Kim J. (2003). Quantile Inference with Multivariate Failure Time Data, Biometrical Journal, 45, 602-617.
    Kim J, Cai J. (2003). Independence Test for Bivariate Censored Data under Univariate Censorship, Journal of the Korean Statistical Society, 32, 163-174.


    -국내외 학술발표회 논문발표실적

    Kim J, Kim J. (2020). Comparing survival functions with interval-censored data in the presence of an intermediate clinical event, Proceeding of The 41st Annual Conference of the International  Society for Clinical Biostatistics. Download
    Kim J, Kim J. (2019). A multi-state model for analyzing interval-censored semi-competing risks data, Proceeding of the 62nd ISI World Statistical Congress. Download
    Kim J, Kim J. (2018). Additive-multiplicative hazards regression models for interval-censored semi-competing risks data with missing intermediate events, Proceeding of the XXIX International Biometric Conference. Download
    Kim J, Kim J. (2017). Analysis of interval-censored semi-competing risks data with missing intermediate events,  Proceeding of KDISS Spring Conference. Download
    Kim J, Kim J. (2016). Regression models for interval-censored semi-competing risks data with missing intermediate transition status,  Proceeding of KSS Autumn Conference. Download
    Kim J, Kim Y. (2015). Frailty model approach for the clustered interval-censored data with informative censoring, Proceeding of 2015 Joint Statistical Meeting. Download
    Kim J, Lee J. (2014). Independence tests using coin package in R, Proceeding of the KDISS Autumn Conference. Download
    Kim J, Kim Y, Nam C. (2014). Additive regression model with frailty on semi-competing risks data, Proceeding of 2014 ENAR Conference. Download
    Kim J, Kim Y. (2013). Modeling the clustered interval-censored failure time data with informative cluster size, Proceeding of the KDISS Autumn Conference. Download
    Kim J, Woo S-Y, Kim S, Park J. (2012). Cutpoint determination method for the survival data with competing risks, Proceeding of the 26th International Biometric Conference. Download
    Kim J, Kim Y. (2012). Analyzing the clustered and interval-censored data based on the semiparametric frailty model, Proceeding of the 2nd IMS Asia Pacific Rim Meeting. Download
    Kim J, Kim Y-J, Choi E, Nam C. (2011). Nonparametric analysis of recurrent events with incomplete observation gaps, Proceeding of Joint 2011 Taipei Symposium. Download
    Kim J, Lee S, Lee S. (2011). Simulation-based Evaluation for Discovering Significant Pathways Associated with Survival Time, Proceeding of KSS Spring Conference, 49-51.Download
    Kim J, Kim Y-J, Nam C, Kim Y, Choi E. (2010). The Analysis of Tumorigenicity Data using Normal Frailty Effect, Proceeding of KSS Spring Conference, 13.Download
    Kim J, Kim Y-J, Nam C. (2009). Nonparametric Two-sample Tests of Longitudinal Data in the Presence of a Termination Event, The 57th Session of the Internation Statistical Institute, 290.Download
    Kim J, Nam C. (2008). Log-rank-type Nonparametric Test for Comparing Survival Functions with Doubly Interval-censored Data, The 24th International Biometric Conference. Download
    Kim J. (2007) Tests for Linkage and/or Association Between Hypertension and Angiotensinogen(AGT) Gene Based on Haplotypes, The 16th Korea Genome Organization Conference, 37. Download
    Kim J, Jeong S, Nam C. (2007). Scheduling Periodic Examinations for the Early Detection of Disease: An Application to Breast Cancer in Korean Women, Proceeding of KSS Spring Conference, 83. Download
    Kim J. (2006). Adjusted Kaplan-Meier Estimator for Period Analysis with Long-term Survival Data, Proceeding of KPM Autumn Conference, 258. Download
    Kim J. (2006). Sib Transmission and Disequilibrium Tests for Linkage Using Multiple Highly Linked Markers, Proceeding of KSS Spring Conference, 45. Download
    Kim J, Nam C. (2006). Simple Techniques for Comparing Survival Functions with Interval-Censored Data, Proceeding of KSS Spring Conference, 24. Download
    Kim J, Nam C, Kang D, Suh I, Lee Y, Kim J. (2004). Haplotype을 이용한 고혈압과 ACE 유전자의 연관성 분석,Proceeding of KSS Spring Conference, 24. Download


    -연구과제 수행실적

    준경쟁위험 생존시시간 자료에 대한 다변량 결합모형의 통계적 기계학습, 일반연구자지원사업(기본연구지원사업), 연구책임자, 2020.6-2023.5, 한국연구재단.
    치매환자 가족의 삶의 질 구조모형분석과 치매안심센터 인지건강 프로그램의 효과분석, 연구책임자, 2020.1-2020.12, 수원대학교.
    경시적 자료와 결측된  구간중도절단된 중간 사건을 가진 준경쟁적위험 자료의 결합 모형에 대한 통계적 추론 연구, 일반연구자지원사업(기본연구지원사업), 연구책임자, 2017.6-2020.5, 한국연구재단.
    의료, 보건, 역학 분야에서 생산되는 준경쟁적 위험자료를 분석하기 위한 통계적 모형의 개발과 임상분석시스템 구축을 위한 연구, 연구책임자, 2019.1-2019.12, 수원대학교.
    국가표준식품성분 DB 대표시료 선정 연구​, 연구책임자,  2019.1-2019.12, 농촌진흥청.
    경쟁위험모형에서 다위험인자의 최적 경계값 결정, 교내학술연구비지원사업, 연구책임자, 2015.11-2016.10, 수원대학교.
    구간중도절단된 준경쟁위험 자료의 통계적 추론에 대한 연구, 일반연구자지원사업(기본연구지원사업), 연구책임자, 2014.11-2017.4, 한국연구재단.
    군집 구간중도절단된 생존자료의 분석을 위한 통계적 방법론 개발, 기본연구지원사업(유형I), 연구책임자, 2011.5-2014.4, 한국연구재단.
    유전체 자료와 생존시간과의 연관성에 관한 연구, 일반연구자지원사업 기본(협동연구), 공동연구원, 2009.9-2012.8, 한국연구재단.
    일배체형에 기초한 통합형 전달불균형 검정법과 그 확장에 관한 연구,기초연구지원기초과학(단독연구), 연구책임자, 2008.11-2009.10, 한국학술진흥재단.
    종속적인 중도절단을 가진 생존자료의 분석을 위한 통계적 방법론, 특정기초연구, 연구책임자, 2008.9-2011.8, 한국과학재단.
    이중구간중도절단된 생존자료의 생존함수 비교를 위한 비모수적 방법, 기초연구지원기초과학(공동연구), 연구책임자, 2007.8-2008.7, 한국학술진흥재단.
    연쇄 및 연관성 분석을 위한 일배체형에 기초한 TDT 및 sib-TDT 연구, 기초연구지원기초과학(기초과학II), 연구책임자, 2006.7-2007.6, 한국학술진흥재단.
    장기간 생존자료의 생존율 추론과 그 응용에 관한 연구, 선도연구자지원, 연구책임자, 2005.12-2006.11, 한국학술진흥재단.
    구간중도절단된 생존자료의 생존함수 비교를 위한 비모수적 검정법 연구, 기초과학연구지원, 연구책임자, 2002.8-2003.7, 한국학술진흥재단.
    다변량 생존자료의 비모수적 분위수 추론에 관한 연구, 지역대학우수연구자지원사업, 연구책임자, 2002.4-2004.3, 한국과학재단.
    중도절단된 이변량 생존자료의 독립성 검정에 관한 연구, 해외 Post Doc 연수지원사업, 연구책임자, 2000.8-2001.7, 한국과학재단.
    중도절단된 생존자료에 기초한 처리효과의 동등성검정법과 표본크기 결정에 관한 연구, 협동연구지원, 공동연구원, 1999.12-2000.1, 한국학술진흥재단.
    Estimation of the average survival function using a censored data regression model, 신진교수연구지원, 연구책임자, 1998.12-1999.11, 한국학술진흥재단.
    가산위험모형에 대한 적합도 검정, 신진연구장려금지원, 연구책임자, 1996.1-1996.12, 한국학술진흥재단.
강의분야
  • Multivariate Analysis; Nonparametirc Statistics; Categorical Data Analysis; Regression Analysis; Linear Algebra

    -Special Lectures

    Introduction to Statistical Learning with R (Edited on September 2021) Download 
    Machine Learning with Python (Edited on December 12th, 2019) Lec1, Lec2, Lec3, Lec4, Lec5, Lec6, Lec7
    Big Data Programming with Python (Edited on March 8th, 2019) Download
    ​표본추출의 이론과 실제 (Edited on May 25th, 2017) Download
    생존시간자료의 이해와 분석 (Edited on June 21st, 2016) Download
    Cox Proportional Hazards Model and its Extension with SPSS (Edited on October 17th, 2015) Download
    Sample Size Calculations in Clinical Research Using R (Edited on December 12th, 2014) Download
    Survival Analysis I (Edited on June 2nd, 2007) Download Survival Analysis II (Edited on January 22nd, 2015) Download
    Multivatiate Analysis (Edited on September 13th, 2006) Download
    Categorical Data Analysis (Edited on August 15th, 2007) Download
    Primer in SAS (Fall Semester 2006) Download
    VB.Net (Fall Semester 2005) Download
    Tutorial: Analysis of Interval-censored Data (Edited on May 28th, 2011) Download
    Tutorial: Structural equation models (Edited on June 23rd, 2011) Download



    -Statistical packages
    Minitab Rel.14 Download(temporary provided since April 4, 2012)
저 서