Publications

ORCID: 0000-0001-6295-1758

Selected Manuscripts

(A) Statistics

• Jeong, J. Im, J., and Kim, Y-M. (2026+). "Bias-corrected estimation in causal mediation analysis". Submitted.  

• Kim, S., Jeong, D., Kim, J. H. T., Kim, Y-M. and Im, J. (2026+). “A Survey on Tabular Data Synthesis: Generation, Evaluation, and Benchmarking Experiments”. Submitted.

• Yoo, J.,  Chung, D., and  Kim, Y-M. (2026+). "Sparse Partial Least Squares Methods with Random LASSO for Compositional Covariates". Revision submitted.

• Lee, J.,  Kim, H. J., Murray, J. S., and Kim, Y-M. (2026). "synMicrodata: An R-Package for Generating Synthetic Microdata via a Nonparametric Bayesian Approach". SoftwareX, 34, 102541. https://doi.org/10.1016/j.softx.2026.102541

• Seo, Y-B., and Kim, Y-M. (2025). "An Investigation on Synthetic Data Generation from Original Incomplete Data". Communications in Statistics - Simulation and Computation, 1-26. https://doi.org/10.1080/03610918.2025.2496777 

• Kim, H. J., MacEachern, S, N.  Kim, Y-M., and Jung, Y. (2026). "Kernel Density Estimation with a Markov chain Monte Carlo Sample".  Computational Statistics & Data Analysis, 214, 108271.

• Kim, Y-M. (2025). "Modified Nonparametric Spectral Density Estimation under  Long-Range Dependence". Journal of Statistical Computation and Simulation, 95(17), 3728-3748,  https://doi.org/10.1080/00949655.2025.2542542 

• Jeong, H., Kim, Y-M., Bang, Y-J., Seo, S., and Lee, W-J. (2025). "Bootstrap confidence interval estimation in generalized nonlinear models". Communications in Statistics - Simulation and Computation, 54(8), 3222-3240, https://doi.org/10.1080/03610918.2024.2344708 

• Yoo, J., Sun, Z., Greenacre, M., Ma, Q., Chung, D., and Kim, Y-M. (2022). "A Guideline for the Statistical Analysis of Compositional Data in Immunology". Communications for Statistical Applications and Methods, 29(4), 453-469. 

• Lee, J., Kim, Y. and Kim, Y-M. (2022). "Estimating dose-response curves using splines: a nonparametric Bayesian knot selection method". Communications for Statistical Applications and Methods, 29(3), 287-299.

• Kim, R-K., Kim, Y-M., Lee, W-J., Im, J., Lee, J., Bang, Y-J., and Cha, E-H. (2022). "Data integration of National Dose Registry and survey data using multivariate imputation by chained equations".  PLOS ONE, https://doi.org/10.1371/journal.pone.0261534  

• Jeong, D., Im, J., and Kim, Y-M. (2022). "Cosine-based variable bandwidth selection for nonparametric spectral density estimation under long-range dependence". Journal of Statistical Computation and Simulation, 92(6), 1158-1174.

• Lee, J. and Kim, Y-M. (2021). "Generalized nonlinear percentile regression using asymmetric maximum likelihood estimation". Communications for Statistical Applications and Methods, 28, 627-641.

• Kang, T, Kim, Y-M. and Im, J. (2021).  "A note on a stationary bootstrap variance estimator under long-range dependence". Statistics and Probability Letters, 169, 108971.

• Kim, Y-M., Cologne, J., Jang, E., Lange, T., Tatsukawa, Y., Ohishi, W., Utada, M., and Cullings, H. M. (2020). "Causal mediation analysis in nested case-control studies using conditional logistic regression". Biometrical Journal, 62(8), 1939-1959.

• Kim, Y-M., and Im, J. (2019). "Frequency-domain bootstrap for ratio statistics under long-range dependence". Journal of the Korean Statistical Society, 48(4), 547-560.

• Kim, Y-M., and Im, J. (2019). "Cost-effective extreme case-control design using a resampling method". Evolutionary Bioinformatics, 15, 1-9.

• Kim, Y-M., Lahiri, S.N, and Nordman, D.J. (2018). "Nonparametric spectral density estimation under long-range dependence". Journal of Time Series Analysis, 39, 380-401.

• Kim, W., Kim, Y-M., Kim, T-H., and Bang, S. (2018).  Multidimensional portfolio risk and its diversification: A note. Global Finance Journal, 25, 147-156.

• Kim, Y-M., and Kim, Y. (2017). "Bootstrap methods for long-memory processes: a review". Communications for Statistical Applications and Methods, 24, 1-13.

• Vexler, A., Kim, Y-M., Yu, J., Lazar, L., and Hutson, A. (2014). "Computing critical values of exact tests by incorporating Monte Carlo simulations and statistical tables". The Scandinavian Journal of Statistics, 41, 1013-1030.

• Kim, Y-M., Lahiri, S. N., and Nordman, D. J. (2013). "A progressive block empirical likelihood method for time series". Journal of the American Statistical Association, 108, 1506-1516.

• Kim, Y-M. and Nordman, D. J. (2013). "A frequency-domain bootstrap for Whittle estimation under long-range dependence". Journal of Multivariate Analysis, 115, 405-420.

• Kim, Y-M., and Nordman, D. J. (2011). "Properties of a block bootstrap under long-range dependence", Sankhya A, 73, 79-109.

(B) Applications

• Lee, C., and  Kim, Y-M. (2026+). "The Effect of Emotional Labor Manuals on Working Conditions Satisfaction: Evidence from the Korean Working Conditions Survey". Submitted. 

• Ohishi, W., Cologne, J., Kim, Y-M., Hida, A., Tsuge, M., Chayama, K., Fujiwara, S. (2026+). “Mediation by Hepatitis Virus Infection of Radiation-associated Risk of Hepatocellular Carcinoma”.  Submitted. 

• Lee, W-J., Jeong, J., and Kim, Y-M.  (2025). “Component associations of the healthy worker survivor bias in medical radiation workers”. American Journal of Industrial Medicine,  http://doi.org/10.1002/ajim.23727.

• Lee, W-J., Jeong, J., Bang, Y-J, and Kim, Y-M. (2024). "Healthy worker hire and survivor effect in medical radiation workers". International Journal of Epidemiology, 53(5):dyae130. https://doi.org/10.1093/ije/dyae130. 

• Lee, Y., and Kim, Y-M. (2024). "Development of Financial Early Warning System with R/Shiny". The Journal of Korean Institute of Information Technology, 22(50), 173-183.

• Bang, Y-J., Kim, Y-M. and Lee, W-J. (2023). "Circulatory disease mortality among male medical radiation workers, 1996-2019". Scandinavian Journal of Work, Environment & Health, DOI:10.5271/sjweh.4066.

• Seo, B., Roh, J-H., Lee, J-H., Lee, H., Kim, Y-M., Yoon, Y-H., Kim, M., Kim, Y-G., Park, G-M., Park, J-H., and Seong, I-W. (2022). "Association between nonalcoholic fatty liver disease and cardiovascular disease revealed after comprehensive control of metabolic risk factors: A nationwide population-based study in Korea". European Journal of Gastroenerology and Hepatology, 33(1), 375-382. 

• Lee, W-J., Bang, Y-J., Cha, E-S., Kim, Y-M. and Cho, S-B. (2021).  "Lifetime cancer risks from occupational radiation exposure among workers at interventional radiology departments". International Archives of Occupational and Environmental Health, 94 (1), 139-145.

• Lee, W-J., Choi, Y., Ko, S., Cha, E-S., Kim, J., Kim, Y-M., Kong, K-A., Seo, S., Bang, Y-J., and Ha, Y-W. (2018). "Projected lifetime cancer risks from occupational radiation exposure among diagnostic medical radiation workers in South Korea." BMC Cancer, 18:1206, https://doi.org/10.1186/s12885-018-5107-x.

• Shim, H, Park, B., Shin, H-J., Joo, J., Yoon, K-A., Kim, Y-M, Hayashi, T., Tokunaga, K., Kong, S-Y., Kim, J-Y. (2018). "Protective association of HLA-DRB113 : 02, HLA-DRB104 : 06, and HLA-DQB106 : 04 alleles with cervical cancer in a Korean population." Human Immunology, 80(20), 107-111.

• Tatsukawa, T., Misumi, M., Kim, Y-M., Yamada, M., Ohishi, W., Fujiwara, S., Nakanishi, S. and Masayasu, Y. (2018). "Body composition and development of diabetes: a 15-year follow-up study in a Japanese population". European Journal of Clinical Nutrition, 72(3), 374-380.

• Grant E.J., Cologne J.B., Sharp G.B., Eguchi H., Stevens R.G., Izumi S., Kim, Y-M., Berrington de Gonzalez A., Ohishi W., Nakachi K., Shore R.E. (2018). "Bioavailable serum estradiol may alter radiation risk of postmenopausal breast cancer: a nested case-control study". International Journal of Radiation Biology, 94(2): 97{105.

• Joo, J., Yoon, K-A, Hayashi, T., Kong, S-Y, Shin, H-J, Park, B., Kim, Y-M., Hwang, S-H, Kim, J., Shin, A., Kim, J-Y. (2016). "Nucleotide excision repair gene ERCC2 and 5 variants increase risk of uterine cervical cancer". Cancer Research and Treatment, 48(2), 708-714.