REFERRED JOURNAL ARTICLES
REFERRED JOURNAL ARTICLES
* Corresponding
1. Hwang, MJ., Kim HC., Klein TA., Chong ST., Sim K., Chung Y., Cheong H. (2020+) Comparison of climatic factors on mosquito abundance at US Army Garrison Humphreys, Republic of Korea. Plos One, 15(10): e0240363
2. Yu, J., Yang, D., Kim, Y., Hashizume, M., Gasparrini, A., Armstrong, B., Honda, Y., Tobias, A., Sera, F., Vicedo-Cabrera, A., Kim H, …, Chung, Y.* (2020+) Seasonality of suicide: a multi-country multi-community observational study. Epidemiology and Psychiatric Sciences, 29, e163, 1–10.
3. Yu, J., Park, J., Choi, T., Hashizume, M., Kim, Y., Honda, Y., Chung, Y.* (2020+) Nonparametric Bayesian functional meta-regression: applications in environmental epidemiology. Journal of Agricultural, Biological, and Environmental Statistics, accepted
4. Park J., Choi, T., Chung, Y.* (2020+) Nonparametric Bayesian two-part random effects model for semi-continuous longitudinal data analysis. Biometrical Journal, accepted
5. Sim, K., Kim, Y., Hashizume, M., Gasparrini, A., Armstong, B., Francesco, S., Ng, CFS., Honda, Y., Chung, Y.* (2020) Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors. Environment International, 142, 105829
6. Hashizume, M., Kim Y., Ng, CFS., Chung, Y., Madaniyazi, L., Bell, M., Guo, YL., Kan, H., Honda, Y., Yi, S., Kim, H., Nishiwak, Y. (2020) Health effects of Asian dust: a systematic review and meta-analysis. Environmental Health Perspective, 128(6), 066001-1
7. Hwang, M., Kim J., Kim, H., Kim, M., Klein, TA., Choi, J., Sim, K., Chung, Y., Joshi, YP., Cheong HK. (2020) Temporal trend of Aedes albopictus in local urban parks of the Republic of Korea. Journal of Medical Entomology, 57(4), 1082-1089
8. Noh, H., Choi, T, Park, J, Chung, Y.* (2020) Bayesian latent factor regression for multivariate functional data with variable selection. Journal of the Korean Statistical Society, 49:901–923
9. Kim, Y., Ratnam, J., Doi, T., Morioka, Y., Behera, S., Tsuzuki, A., Minakawa, N., Sweijd, N., Kruger, P., Maharaj, R., Imai, CC., Ng, CFS., Chung, Y., Hashizume, M., (2019) Malaria predictions based on seasonal climate forecasts in South Africa: A time series distributed lag nonlinear model, Scientific Reports, 9:17882
10. Kim, Y., Kim, H., Gasparrini, A., Armstrong, B., Honda, Y., Chung, Y., Ng, CFS., Tobias, A., et al. (2019) Suicide and ambient Temperature: a multi-city multi-country study, Environmental Health Perspective, 127(11), 117007-1
11. Ng, CFS., Hashizume, M., Obase, Y., Doi, M., Tamura, K., Tomari, S., Kawano, T., Fukushima, C., Matsuse, H., Chung, Y., Kim, Y., Kunimitsu, K., Kohno, S., Mukae, H. (2019) Associations of chemical composition and sources of PM2.5 with lung function of severely asthmatic adults in a low concentration environment in urban Nagasaki, Japan. Environment Pollution, 252(Pt A):599-606
12. Lee, W., Chung Y., Choi, MH., Kim, D., Honda, Y., Guo, YL., Kim, H. (2019) The interactive effect of diurnal temperature range and temperature on mortality, Northeast Asia. Epidemiology, 30:S99-S106
13. Chung, C., Ha, S., Kang, H., Lee J., Um, S.M., Yan, H., Yoo, Y.E., Yoo, T., Jung, H., Lee, D., Lee, E., Lee, S., Kim, J., Kim, R., Kwon, Y., Kim, W., Kim, H., Duffney, L., Kim, D., Mah, W., Won, H., Mo, S., Kim, J.Y., Lim, C.S., Kang, B.K., Boeckers, T.M., Chung, Y., Kim, H., Jiang, Y.H. & Kim, E. (2019) Early correction of NMDAR function improves autistic-like social behaviors in adult Shank2 –/– mice, Biological Psychiatry, 85(7):530-531
14. Chung, Y.*, Yang, D., Gasparrini, A., Vicedo-Cabrera, A., Ng, CFS., Kim, Y., Honda, Y., Hashizume, M. (2018) Changing susceptibility to non-optimum temperatures in Japan, 1972-2012: the role of climate, demographic and socio-economic factors. Environmental Health Perspective, 126(5):057002
15. Kim, Y., Ng, C.FS., Chung, Y., Kim H., Honda, Y., Guo, YL., Lim, YH., Chen, BY., Page, LA., Hashizume, M. (2018) Air Pollution and Suicide in 10 Cities in Northeast Asia: A Time-Stratified Case-Crossover Analysis. Environmental Health Perspective, 126(3):037002
16. Vicedo-Cabrera, A., Francesco, Sera., Guo, Y., Chung, Y., Arbuthnott, K., Tong, S., Tobias, A., et al. (2018) A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate. Environment International, 111: 239-246
17. Sim, G., Kim, H., Zanobetti, A., Schwartz, J., Chung, Y.* (2018) Nonparametric Bayesian multivariate meta-regression: an application in environmental epidemiology. Journal of the Royal Statistical Society – Series C, 67(4): 881-896
18. Lee, W., Kim H., Hwang S., Zanobetti A., Schwartz J., Chung Y.*, (2017) Monte Carlo simulation-based estimation for the minimum mortality temperature in temperature-mortality association study. BMC Medical Research Methodology, 17:137
19. Chung, Y., Noh, H., Honda, Y., Hashizume M., Bell M., Guo, L., Kim, H. (2017) Temporal changes in mortality related to extreme temperatures for 15 cities in Northeast Asia: adaptation to heat and mal-adaptation to cold. American Journal of Epidemiology, 185(10):907-913
20. Shin, S.H., Chung, Y., Rosenberg, R.D. (2016) Identifying Sensitive Periods for Alcohol Use: The Roles of Timing and Chronicity of Child Physical Abuse. Alcoholism: Clinical and Experimental Research, 40(5):1020-1029
21. Jeon, H., Chung, Y., Chung, S., Song, A. (2016) The influence of social networks and support on health among older Koreans at high risk of depression. Care Management Journals, 17(2):70-80
22. Chang, H.Y., Chung, Y., Keyes, K.M., Jung, S.J., Kim, S. (2015) Associations between the timing of childhood adversity and adulthood suicidal behavior: A nationally-representative cohort. Journal of Affective disorders, 186:198-202
23. Chung, Y., Bell M., Kim, H. (2015) Weather change, air pollution and mortality: time for an in depth analysis. Epidemiology, (Letter) 26(5):e63
24. Chung, Y.*, Dominici, F., Wang, Yun., Coull, BA., Bell, M. (2015) Associations between Long-Term Exposure to Chemical Constituents of Fine Particulate Matter (PM2.5) and Mortality in Medicare Enrollees in the Eastern United States. Environmental Health Perspective, 123(5):467-474
25. Chung, Y., Lim YH., Honda, Y., Guo, L., Hashizume M., Bell M., Chen, B., Kim, H. (2015) Mortality Related to Extreme Temperature for 15 Cities in Northeast Asia. Epidemiology, 26(2):255-262
26. Noh, H., Park, J., Sim, G., Yu J., Chung Y.*, (2014) Nonparametric Bayesian Statistical Models in Biomedical Research. The Korean Journal of Applied Statistics, 27(6):867-889
27. Imai, C., Brooks, W.A., Chung, Y., Goswami, D., Anjali, B.A., Dewan, A., Kim, H. Hashizume, M. (2014) Tropical influenza and weather variability among children in an urban low-income population in Bangladesh. Global Health Action, 7:24413
28. Kim, S., Choi, J., Park, K., Chung, Y., Park, S., Heo, J. (2014) Association between district-level perceived safety and self-rated health: a multilevel study in Seoul, South Korea. BMJ open, 4:4
29. Shin, S. H., Chung, Y., Jeon, S. (2013). Impulsivity and substance use in young adulthood. The American Journal on Addictions, 22:39-45
30. Kim, S., Chung, Y., Subramanian, S.V., Williams, D.R. (2012). Measuring discrimination in South Korea: Underestimating the prevalence of discriminatory experience among female and less educated workers? Plos One, 7(3)
31. Kim, S., Chung, Y., Perry, M.J., Kawachi, I., Subramanian, S.V. (2012). Association between interpersonal trust, reciprocity, and depression in South Korea: A prospective analysis. Plos One, 7(1)
32. Diaz, E.A., Chung, Y., Lamoureux, D.P., Papapostolou, V., Lawrence, J., Long, M.S., Mazzaro, V., Buonfiglio, H., Sato, R., Koutrakis, P., Godleski, J.J. (2012). Effects of Fresh and Aged Traffic-Related Particles on Breathing Pattern, Cellular Responses and Oxidative Stress, Air Quality, Atmosphere and Health, 2012-8
33. Lamoureux, D.P., Diaz, E.A., Chung Y., Coull, B.A., Papapostolou, V., Lawrence, J., Sato, R., Godleski, J.J. (2012). Effects of Fresh and Aged Vehicular Particulate Emissions on Blood Pressure in Normal Adult Male Rats, Air Quality, Atmosphere and Health, 2012-6
34. Diaz, E.A., Chung Y., Papapostolou, V., Lawrence, J., Long, M.S., Hatakeyana, V., Gomes, B., Calil, Y., Sato, R., Koutrakis, P., Godleski, J.J. (2012) Effects of Fresh and Aged Vehicular Exhaust Emissions on Breathing Pattern and Cellular Responses – Pilot Single Vehicle Study, Inhalation Toxicology, 24(5): 288-295
35. Chung, Y.* and Dunson, D.B. (2011) The local Dirichlet process. Annals of the Institute of Statistical Mathematics, 63:59-80
36. Chung, Y.* and Dunson, D.B. (2009) Nonparametric Bayes Conditional Distribution Modeling with Variable Selection. Journal of the American Statistical Association - Theory & Methodology, 104: 1646-1660
37. Ivanova, A., Flournoy, N, and Chung, Y. (2007) Cumulative cohort design for dose-finding. Journal of Statistical Planning and Inference, 137:2316-2327
38. Kuzmiak, C.M., Pisano, E.D., Chung, Y., Britt, G.G., Burns, B., Cole, E. (2007) Factors affecting decreasing radiation dose for mammography in North Carolina after 2002: An analysis of Food and Drug Administration annual surveys. Academic Radiology, 14:685-91
39. Lee, C., Chung, Y., Kim, J.H. (2003) Quantitative trait loci mapping for fatty acid contents in back fat on porcine chromosomes 1, 13 and 18. Molecules and Cells, 15(1):62-67
40. Shin, E., Jang Y., Kim So., Kim H., Cai X., Lee H., Sul, J., Lee, S., Chung Y., Lee D., Jung M.W. (2020+) Further evidence for neural representation of action value. eLife, revision invited
41. Jo, S., Park, B., Chung, Y., Kim, J., Lee, E., Choi, T. (2020+) Bayesian semiparametric meta-analysis of cadmium toxicity studies. Statistics in Medicine, conditionally accepted
42. Madaniyazi, L., Chung Y., Kim Y., Gasparrini, A., Guo Y., Tobias, A., Armstrong, B., Ng, CFS., Hashizume, M., Seposo, X., Honda, Y. (2020+) Seasonality of mortality under a changing climate; a time-series analysis of mortality in Japan from 1972 to 2015. Journal of Epidemiology, submitted
43. Tobias., A., Hashizume, M., the MCC collaborative network, Chung Y. (2020+) Geographical variations of the minimum mortality temperature at a global scale: a multi-country study. Environmental Epidemiology, submitted
44. Madaniyazi, L., the MCC collaborative network, Chung, Y. (2020+) Seasonal variation in mortality and the role of temperature and urban characteristics: A multi-country multi-city study, IJE, submitted
1. Yang, D., Choi T., Lavgine E., Chung, Y*. (2020+) Nonparametric Bayesian sparse latent factor model for multivariate functional clustering.
2. Yang, D., Chung Y.*, the MCC collaborative network. (2020+), Change in minimum mortality temperature and its association with average temperature.
3. Park, J., Chung Y.* (2020+) Nonparametric Bayesian functional Poisson hurdle model for spatio-temporal data analysis
4. Park, K., Sim K., Park J., Chung H., Kim J., Chung Y.* (2020+) Spatio-temporal prediction for scrub typus cases in South Korea using machine learning algorithms.
5. Sim K., Park K., Park J., Kim H., Kleine T., Chung H., Kim J., Chung Y.* (2020+) Spatio-temporal prediction for H. longicornis density in South Korea using machine learning algorithms.
6. Kim, J., Kim, S., Park J., Chung Y., Yoon J. (2020+) Prediction for experience of hiring discrimination in South Korea using machine learning algorithms.
Principle Investigator, “Big data analysis in environmental epidemiology using Bayesian spatio-temporal hierarchical models”, Mid-Career Research Grant (2019R1A2C1086914), National Research Foundation of Korea, 9/01/2019–2/28/2022, $2,095,733 total
Co-Principle Investigator (PI Haekwan Chung), “Vector-borne infectious disease prediction modeling under climate change scenario in Korea”, Korean government-wide R&D Fund for Infectious Diseases Research, 4/01/2019-12/31/2021, $955,654 total
Co-Principle Investigator, “Two-phase sampling to improve the prediction accuracy and the detection rate for the anomaly in semi-conductor production”, Samsung Electronics (Device Solution: Semiconductor Business), 9/01/2018-8/31/2023, $4,235,385 total
Participating Researcher, BK21Plus: Integration of Education and Research in Mathematical Science, 9/01/2013-8/31/2020, National Research Foundation of Korea
Principle Investigator, “Investigating the health impacts of atmospheric environmental variables using Bayesian hierarchical models”, Mid-Career Research Grant (2016R1A2B1007082), National Research Foundation of Korea, 6/01/2016–5/31/2019, $1,270,976 total
Principle Investigator, “Statistical Analysis and prediction for cell tower-level mobile traffic in saturated area in Seoul, Korea”, Electronics and Telecommunications Research Institute (ETRI) of Korea, 7/01/2017-11/30/2017, $254,154 total
Co-Investigator (PI Ho Kim), “Evaluating health impacts of climate change in Asia and US: comparisons and synthesis of the researches”, International Cooperation Program (2012K1a3a1a12054839), National Research Foundation of Korea, 12/01/2012-11/30/2015, $ 42,317 total
Principle Investigator, “Developing Nonparametric Bayesian statistical models for investigating the association between the toxicity of PM2.5 and its chemical composition”, Early-Career Research Grant (20110013111), National Research Foundation of Korea, 5/01/2011-4/30/2014, $1,270,976 total
Principle Investigator, “Nonparametric Bayesian modeling for biomedical research”, Korea Advanced Institute of Science and Technology, 1/01/2011-1/31/2013, $42,317 total
Participating Researcher, KAIST Industrial Mathematics Initiative Program, 07/01/2015-12/31/2016, National Institute of Mathematical Sciences (NIMS), Korea