통계학과

연세대학교 응용통계학과 통계학 학사

Iowa주립대 통계학과 통계학 석사

범주형 자료분석 / 데이터 마이닝 / 통계수학및R실습 / 통계계산 및 그래픽실습

"Double random forest" (2020), Machine Learning
"Flower Classification with Modified Multimodal Convolutional Neural Networks" (2020), Expert Systems with Applications
"Forecasting Daily Temperatures with Different Time Interval Data Using Deep Neural Networks" (2020), Applied Sciences
"Partially Collapsed Gibbs Sampling for Latent Dirichlet Allocation" (2019), Expert Systems with Applications
"Bayesian temporal density estimation with autoregressive species sampling models" (2018), Journal of the Korean Statistical Society

동국대 통계학과 통계학 학사

선형 계획법 / 확률과정론 / 수리통계학1,2

A Novel User Utility Score for Diabetes Management Using Tailored Mobile Coaching: Secondary Analysis of a Randomized Controlled Trial(2021), JMIR MHEALTH AND UHEALTH, 9(2), e17573
Factors related to spiritual well-being in the last days of life in three East Asian countries: An international multicenter prospective cohort study(2021), Palliative Medicine, 35(8), 1564~1577.
Association between continuous deep sedation and survival time in terminally ill cancer patients(2021), Supportive Care in Cancer, 29(1), 525~531.
Association between handgrip strength and suicidal ideation in Korean adults(2021), Journal of Affective Disorders, 278, 477~480.

고려대 지질학과 지질학 학사

Cornell대 통계학과 통계학 석사

비모수통계학 / 실험계획법 / 대학통계학 및 실습 I II

“Bayesian Model-Based Tight Clustering for Time Course Data” (2010) Computational Statistics. 25, 1, 17-38.
“Clustering of Temporal Profiles Using a Bayesian Logistic Mixture Model: Analyzing Groundwater Level Data to Understand the Characteristics of Urban Groundwater Recharge" (2009), Journal of Agricultural, Biological, and Environmental Statistics. 14, 3, 356-373.
“Estimation Of Anthropogenic Pollution Using A Bayesian Contamination Model: An Application to Fractured Bedrock Groundwater from Han River Watershed, South Korea" (2009) Environmetrics., 20, 3, 221-234.
“Model-Based Bayesian Cluster Analysis” (2008) Bioinformatics, 24, 874-875.

중앙대 응용통계학과 경제 학사

North Carolina 주립대-Chapel Hill 생물통계학과 생물통계학(Biostatistics) 석사

회귀분석 / 탐색적 자료분석 / 생존분석

“Bayesian Mixture Model of Extended Redundancy Analysis.” (2021) Psychometrika, doi: 10.1007/s11336-021-09809-7
“Bayesian Approach to Multivariate Component-Based Logistic Regression: Analyzing Correlated Multivariate Ordinal Data” (2021) Multivariate Behavioral Research, doi: 10.1080/00273171.2021.1874260.
“Bayesian Extended Redundancy Analysis: A Bayesian Approach to Component-based Regression with Dimension Reduction“ (2020) Multivariate Behavioral Research, doi: 10.1080/00273171.2019.1598837.

연세대학교 응용통계학과 통계학 학사

연세대학교 응용통계학과 통계학 석사

베이즈통계, 다변량해석

- Bokgyeong Kang, John Hughes, and Murali Haran (2024). "Measuring sample quality in algorithms for intractable normalizing function problems." Journal of Machine Learning Research. 25(286)
- Bokgyeong Kang, John Hughes, and Murali Haran (2024). "Fast Bayesian inference for spatial mean-parameterized Conway-Maxwell-Poisson models." Journal of Computational and Graphical Statistics.
-Bokgyeong Kang, Sandra Goldlust, Elizabeth Lee, John Hughes, Shweta Bansal, and Murali Haran (2023). "Spatial distribution and determinants of childhood vaccination refusal in the United States." Vaccine. 41(20)