Students

• 강채현 (Chaehyun Kang)

2024년 3월 입학

Research Topic: Bayesian Conway-Maxwell-Poisson regression model for zero-inflated and overdispersed count data in BFRSS

email: matilda0632 "at" naver.com

• 이재은 (Jaeeun Lee)

2024년 3월 입학

Research Topic: Bayesian networks for analyzing intersectional fairness: A structure-based perspective

email: yizenxnii "at" naver.com

• 김시은 (Si Eun Kim)

2025년 3월 입학

Research Topic: Bayesian methods for estimation of value at risk

email: tldmsml "at" naver.com

• 백승준 (Seungjun Baek)

2025년 3월 입학

Research Topic: Bayesian methods for estimation of value at risk

email: bsjegg0914 "at" naver.com

• 이건우 (Geonu Lee)

2025년 3월 입학

Research Topic: Bayesian additive regression trees

email: ljianyu99 "at" gmail.com

• 이승규 (Seungkyu Lee)

2025년 3월 입학

Research Topic: Bayesian additive regression trees

email: tmdrb5959 "at" naver.com

• 김경훈 (Kyounghun Kim)

2020년 3월 수학과 입학 

연구 기간: 2025년 1월 - 2025년 8월

email: ghjk8911 "at" naver.com

• 신예림 (Yerim Shin)

2022년 3월 응용통계학과 입학 

연구 기간: 2025년 1월 - 2025년 8월

email: yerim902 "at" gmail.com

• 이준성 (Junsung Lee)

2022년 3월 응용통계학과 입학 

연구 기간: 2025년 1월 - 2025년 8월

email: a16620 "at" cau.ac.kr

https://blog.naver.com/a16620

https://github.com/a16620

https://a16620.github.io/nonparametric/anova.html

https://github.com/a16620/ML_IMPL

• 김연경 (Yeon Kyoung Kim)

2018년 2월 졸업

MA Thesis: A Bayesian zero-inflated Poisson regression model

Publication: Kim, Y.K. and Hwang, B.S. (2018) A Bayesian zero-inflated Poisson regression model with random effects with application to smoking behavior. The Korean Journal of Applied Statistics, 31(2), 287–301.

First Job after graduation: LS Global

email: dusrod1 "at" naver.com

• 김대경 (Daekyung Kim)

2018년 2월 졸업

MA Thesis: A Bayesian joint modeling of clustered binary and continuous outcomes on toxicology study

Current Job: TongChef (T.C. Consulting)

email: magic-91 "at" hanmail.net

• 이지영 (Ji Young Lee)

2018년 8월 졸업

MA Thesis: A Bayesian approach for joint modeling of correlated binary and continuous outcomes

First Job after graduation: C&R Research

Current Job: International Vaccine Institute 

email: tljy270 "at" naver.com

• 최윤경 (Yoon Kyung Choi)

2018년 8월 졸업

MA Thesis: A Bayesian mixture model for semi-continuous data

Publication: Choi, Y.K. and Hwang, B.S. (2018) A Bayesian latent class model for effect of environmental pollutants on female infertility. Journal of the Korean Data & Information Science Society, 29(5), 1257-1268.

First Job after graduation: Hanmi Healthcare

Current Job: National Health Insurance Service (NHIS)

email: krollty "at" naver.com

• 김수빈 (Soobin Kim)

2019년 2월 졸업

MA Thesis: A Bayesian skewed logit model for high-risk drinking data

Publication: Kim, S.B. and Hwang, B.S. (2019) A Bayesian skewed logit model for high-risk drinking data. Journal of the Korean Data & Information Science Society, 30(2), 335-348.

First Job after graduation: Asan Medical Center

email: binbin777 "at" naver.com

• 김태현 (Tae Hyun Kim)

2019년 8월 졸업

MA Thesis: Bayesian ordinal regression model with mixture link function with an application to corporate bond rating 

First Job after graduation: Seizedata

Current Job: Statistics Korea (경인지방통계청)

email: kth09299 "at" naver.com

• 이은채 (Eunchae Lee)

2020년 2월 졸업

MA Thesis: A Bayesian Poisson model for analyzing adverse drug reaction in self-controlled case series studies

Publications: Lee, E. and Hwang, B.S. (2020) A Bayesian Poisson model for analyzing adverse drug reaction in self-controlled case series studies. The Korean Journal of Applied Statistics. 33(2), 203-213.

Yang, B.R., Lee, E., Hwang, B.S., Lee, S.H., Kang, Y-J. and Jung, S-Y. (2021) Risk of fracture in antidepressant users with concurrent use of benzodiazepines: a self-controlled case-series analysis. Bone. 153, 116109.

First Job after graduation: Medytox

Current Job: Bukwang Pharm

email: itre869 "at" naver.com

• 류성균 (Sung Kyun Rhyeu) 

2020년 2월 졸업

MA Thesis: Bayesian hierarchical clustering for analyzing business data

Publication: Rhyeu, S.K. and Hwang, B.S. (2020) Bayesian hierarchical clustering for analyzing business data. Journal of the Korean Data & Information Science Society. 31(1), 157-169.

First Job after graduation: LG U+

Current Job: Naver Financial

email: sk.rhyeu "at" gmail.com

• 박현재 (Hyeonjae Park)

2020년 2월 졸업

MA Thesis: The performance of Bayesian network classifiers for predicting discrete data

Publication: Park, H. and Hwang, B.S. (2020) The performance of Bayesian network classifiers for predicting discrete data. The Korean Journal of Applied Statistics. 33(3), 309-320.

First Job after graduation: Dongguk University

Current Job: Jinhak Corp.

email: nicephj91 "at" naver.com

• 김수진 (Sujin Kim)

2020년 8월 졸업

MA Thesis: A semiparametric model with spline-based age effect for analyzing adverse drug reaction in self-controlled case series studies

First Job after graduation: Soonchunhyang University Hospital Bucheon

Current Job: C&R Research

email: jiniius "at" naver.com

• 서동주 (Dong Ju Seo)

2020년 8월 졸업

MA Thesis: A Bayesian structural time series model for analyzing PM 2.5 concentrations in Seoul

First Job after graduation: Kyonggi University-KT Big Data Center

Current Job: Hyundai Rotem

email: ehdwn0930 "at" naver.com

• 강하진 (Hajin Kang)

2021년 3월 박사과정 입학

2021년 2월 석사 졸업

MA Thesis: A hidden Markov model for predicting global stock market index

Publication: Kang, H. and Hwang, B.S. (2021) A hidden Markov model for predicting global stock market index. The Korean Journal of Applied Statistics. 34(3), 461-475.

First Job after graduation: KTB Investment & Securities

Current Job: Shinhan Securities

email: yelpkiz "at" naver.com

• 김선웅 (Sun Woong Kim)

2021년 2월 졸업

MA Thesis: A hybrid Bayesian network modeling for financial data

First Job after graduation: Soonchunhyang University Hospital

Current Job: Hana Bank 

email: popo7507 "at" naver.com

• 권희은 (Hee Eun Kwon)

2022년 2월 졸업

MA Thesis: Bayesian analysis of housing price in Seoul using conditional autoregressive model

Publication: Kwon, H. and Hwang, B.S. (2023) Do spatial characteristics affect housing prices in Korea?: Evidence from Bayesian spatial models. Hitotsubashi Journal of Economics. 64, 109-124.

First Job after graduation: Goldenplanet 

Current Job: NH NongHyup Bank

email: heeeun8438 "at" gmail.com

• 이은희 (Eunhee Rhee)

2022년 2월 졸업

MA Thesis: Bayesian logit models with auxiliary mixture sampling for analyzing diabetes diagnosis data

Publications: Rhee, E.H. and Hwang, B.S. (2022) Bayesian logit models with auxiliary mixture sampling for analyzing diabetes diagnosis data. The Korean Journal of Applied Statistics. 35(1), 129-144.

Bae, S., Rhee, E.H., Hwang, B.S., Son, Y.D., Bae, J.H. and Han, D.H. (2022) Correlations between psychological status and perception of facial expression. Psychiatry Investigation. 19(6), 435-442.

Kang, H.S., Kim, J.Y., Park, H.J., Jung, J.W., Choi, H.S., Park, J.S., Park, J.H., Lee, S.H., Chun, E.M., Cho, Y., Rhee, E., Hwang, B.S., and on behalf of the Korean Smoking Cessation Study Group. (2021) E-cigarette-associated severe pneumonia in Korea using data linkage between the Korean National Health and Nutrition Examination Survey (KNHANES, 2013-2019) and the National Health Insurance Service (NHIS) Claims Database. Journal of Korean Medical Science. 36(48):e331.

First Job after graduation: Soonchunhyang University Hospital

Current Job: Hanmi Pharmaceutical

email: harang3418 "at" gmail.com

• 조유정 (Yoojung Cho)

2022년 2월 졸업

MA Thesis: Generalized zero-inflated Poisson regression mixture model for fitting health-related data

Publications: Cho, Y. and Hwang, B.S. (2022) Generalized zero-inflated Poisson regression mixture model for fitting health-related data. Journal of the Korean Data & Information Science Society. 33(1), 139-152.

Kang, H.S., Kim, J.Y., Park, H.J., Jung, J.W., Choi, H.S., Park, J.S., Park, J.H., Lee, S.H., Chun, E.M., Cho, Y., Rhee, E., Hwang, B.S., and on behalf of the Korean Smoking Cessation Study Group. (2021) E-cigarette-associated severe pneumonia in Korea using data linkage between the Korean National Health and Nutrition Examination Survey (KNHANES, 2013-2019) and the National Health Insurance Service (NHIS) Claims Database. Journal of Korean Medical Science. 36(48):e331.

First Job after graduation: Megazone Cloud

email: cyoojung1019 "at" gmail.com

• 최재환 (Jae Hwan Choi)

2022년 2월 졸업

MA Thesis: Bayesian analysis of a finite mixture of bivariate Poisson regression models: An application to Australia health care data

Publication: Choi, J.H. and Hwang, B.S. (2022) Bayesian analysis of a finite mixture of bivariate Poisson regression models: An application to Australia health care data. Journal of the Korean Data & Information Science Society. 33(3), 491-503.

First Job after graduation: Enliple

email: cjh8523 "at" naver.com

• 서기태 (Gitae Seo)

2022년 2월 졸업

MA Thesis: A Bayesian zero-inflated negative binomial regression model based on Pólya-Gamma latent variables with an application to pharmaceutical data

Publication: Seo, G.T. and Hwang, B.S. (2022) A Bayesian zero-inflated negative binomial regression model based on Polya-Gamma latent variables with an application to pharmaceutical data. The Korean Journal of Applied Statistics. 35(2), 311-325.

First Job after graduation: Soonchunhyang University Hospital

email: gtseo "at" cau.ac.kr

• 김동현 (Dong Hyun Kim)

 2022년 2월 졸업

MA Thesis: A Bayesian Poisson finite mixture regression model with random effects for analyzing dental caries in permanent teeth

First Job after graduation: DB Life Insurance

email: ehdgus1837 "at" cau.ac.kr

• 문윤영 (Youn Young Moon)

2023년 2월 졸업

MA Thesis: Bayesian cure rate model with discrete frailty for analyzing of zero-inflated data: application to breast cancer patient data

Publication: Kim, J.H., Na, Y.S., Lee, S.-I., Moon, Y.Y., Hwang, B.S., Baek, A.-R., Kim, W.-Y., Lee, B.Y., Seong, G. M. and Baek, M.S. (2023) Corticosteroid outcome may be dependent of duration of use in severe COVID-19. The Korean Journal of Internal Medicine. 38, 382-392. 

First Job after graduation: Kangbuk Samsung Hospital

email: mark1020 "at" nate.com

• 손동현 (Donghyun Son)

2023년 2월 졸업

MA Thesis: Variational Bayesian multinomial probit model with Gaussian process classification on mice protein expression level data

Publication: Son, D. and Hwang, B.S. (2023) Variational Bayesian multinomial probit model with Gaussian process classification on mice protein expression level data. The Korean Journal of Applied Statistics. 36(2), 115-127. 

First Job after graduation: Shinhan Bank

Current Job: Pearl Abyss

email: stat.thon "at" gmail.com

• 강태현 (Tae Hyun Kang)

2023년 2월 졸업

MA Thesis: Hidden Markov model with stochastic volatility for estimating bitcoin price volatility

Publication: Kang, T.H. and Hwang, B.S. (2023) Hidden Markov model with stochastic volatility for estimating bitcoin price volatility. The Korean Journal of Applied Statistics. 36(1), 85-100.

First Job after graduation: Fubon Hyundai Life Insurance

email: xovnd0206 "at" naver.com

• 이승현 (Seung Hyun Lee)

2023년 2월 졸업

MA Thesis: Bayesian latent class analysis of symptom patterns of patients with mild Alzheimer’s disease

Publication: Lee, S.H. and Hwang, B.S. (2023) Bayesian latent class analysis for symptom patterns of mild Alzheimer's disease. Journal of the Korean Data & Information Science Society. 34(3), 431-441.

email: nusnugehy "at" gmail.com

• 임성호 (Seong Ho Im)

2023년 8월 졸업

MA Thesis: A Bayesian approach for dynamic Nelson-Siegel yield curve modeling on SOFR term rate data

Publications: Im, S.H. and Hwang, B.S. (2023) A Bayesian approach for dynamic Nelson-Siegel yield curve modeling on SOFR term rate data. The Korean Journal of Applied Statistics. 36(4), 349-360.

Lee, H.-J., Hwang, B.S., Im, S.H., Mun, S.-K. and Chang, M. (2024) Clinical effects of non-pharmaceutical interventions for COVID-19 on other nationally notifiable infectious diseases in South Korea. The Korean Journal of Internal Medicine, 39, 823-832. 

First Job after graduation: Hana Securities

email: asde3993 "at" naver.com

• 임채현 (Chae Hyeon Lim)

2023년 8월 졸업

MA Thesis: A Bayesian two-part latent class model: Application to longitudinal social insurance expenditure data

First Job after graduation: Soonchunhyang University Hospital

Current Job: LSK Global PS

email: limch03 "at" naver.com

• 김지현 (Jihyun Kim)

2024년 2월 졸업 

MA Thesis: A Bayesian Markov-switching model for regime shift analysis in stock and cryptocurrency markets

Current Job: Mirae Asset Life Insurance

email: hjk72tom "at" naver.com

• 이재용 (Jaeyong Lee)

2024년 2월 졸업

MA Thesis: Ordered probit Bayesian additive regression trees

Publications: Lee, J. and Hwang, B.S. (2024) Ordered probit Bayesian additive regression trees for ordinal data. Stat, 13(1), e643.

Lee, J. and Hwang, B.S. (2024) Energy demand pattern analysis in South Korea using hidden Markov model-based classification. Asian Economic Journal, 38(3), 404-428. 

Kim, S.W., Kim, K., Lee, J. and Hwang, B.S. (2025) Inference on a bivariate binomial distribution with zero-inflation applicable to baseball data. Statistical Modelling. OnlineFirst.

First Job after graduation: Samsung Electronics

Current Job: Hyundai Capital

email: i.am.jaeyong.lee "at" gmail.com

jaeyonggy.github.io/Portfolio/ 

• 김민경 (MinKyong Kim)

2024년 2월 졸업

MA Thesis:  Thompson sampling for multi-armed bandits problem with an application to banner click data

Publications: Kim, M.K. and Hwang, B.S. (2024) Thompson sampling for multi-armed bandits in big data environments. The Korean Journal of Applied Statistics, 37(5), 663-673.

Shin, Y.S., Lee, J.Y., Jung, S.W., Jang, S., Ryu, H.S., Lee, A., Park, G.T., Chang, W., Kim, M.K., Hwang, B.S., Kim, Y.S. and Kwon, J.G. (2024) Clinicians' knowledge, attitudes, and practices regarding the management of functional gastrointestinal disorders with neuromodulators and psychological treatment. Journal of Neurogastroenterology and Motility, 30(4), 480-490.

First Job after graduation: LINA Life Insurance

email: mink555 "at" naver.com

• 홍성준 (Seong Jun Hong)

2025년 2월 졸업

MA Thesis:  Bayesian median autoregressive models for consumer price index prediction

Publications: Hong, S.J. and Hwang, B.S. (2025) Bayesian median autoregressive models for consumer price index prediction. The Korean Journal of Applied Statistics. In press.

Mun, S.-K., Chang, M., Hwang, B.S., Hong, S.J., Lee, S.Y., Park, S.J. and Lee, H.-J. (2024) Social distancing during the COVID-19 pandamic: Potential impact and correlation with asthma. Heart & Lung, 68, 18-22.

email: tjdrkdwns555 "at" naver.com

• 정민재 (Minjae Jung)

2025년 2월 졸업

MA Thesis:  Gaussian process-based functional data estimation method for analyzing particulate matter data

email: rharoal12 "at" naver.com

• 이현민 (Hyun Min Lee)

2025년 8월 졸업

MA Thesis: Bayesian additive regression trees for imbalanced ordinal outcomes

Publication: Lee, H. M.  and Hwang, B.S. (2025) Bayesian additive regression trees for imbalanced ordinal outcomes. The Korean Journal of Applied Statistics. In press.

First Job after graduation: Kangbuk Samsung Hospital

email: hymnftweekend "at" naver.com

• 박지후 (Jihoo Park)

2025년 2월 졸업

연구 기간: 2023년 9월 - 2024년 11월

Research Topic: Bayesian multivariate zero-inflated Poisson regression model

email: jihoo33 "at" naver.com

• 김희영 (Hui Yeong Kim)

2025년 2월 졸업

연구 기간: 2023년 9월 - 2024년 8월

Research Topic: Bayesian additive regression trees

Current Job: HD Hyundai Heavy Industries (HD현대중공업)

email: kellykhy "at" naver.com

• 박아현 (Ahyeon Park)

2021년 3월 응용통계학과 입학

연구 기간: 2024년 3월 - 2025년 2월

Research Topic: Bayesian Tobit quantile regression model

email: truelove423 "at" naver.com

• 이정수 (Jeong Su Lee)

2025년 2월 졸업

연구 기간: 2024년 3월 - 2025년 2월

Research Topic: Bayesian network

Current Job: Ph.D. program in Statistics at The Ohio State University

email: jslee0110 "at" naver.com