Hwan Chung - Publications

Journal Articles:

• 1. Kim, Y., Jeon, S., Chang, C., & Chung, H. (2022) glca: an R package for multiple-group latent class analysis. Applied Psychological Measurement, 46, 439-441.

  2. Jeon, S., Seo, T.S., Anthony, J.C., & Chung, H. (2022) Latent class analysis for repeatedly measured multiple latent class variables. Multivariate Behavioral Research, 57, 341-355.

  3. Lee, J.W., Chung, H., & Jeon, S. (2021) Bayesian multivariate latent class profile analysis: exploring the developmental progression of youth depression and substance use. Computational Statistics and Data Analysis, 161.

  4. Lee, Y., Kim, Y., Leatherdale, S.C., & Chung, H. (2021) Multilevel latent class profile analysis: an application to stage-sequential patterns of alcohol use in a sample of Canadian youth. Evaluation and the Health Professions, 44, 50-60.

  5. Kim, E.A., Chung, H., & Jeon, S. (2020) Joint latent class analysis for longitudinal data: an application on adolescent emotional well-being. Communications for Statistical Applications and Methods, 27, 241-254. 

  6. Lee, J.W. & Chung, H. (2020) A multivariate latent class profile analysis for longitudinal data with a latent group variable. Communications for Statistical Applications and Methods, 27, 15-35. 

  7. Lee, M. & Chung, H. (2017) Latent causal inference using the propensity score from latent class regression model. The Korean Journal of Applied Statistics, 30, 615-632.

  8. Jeon, S., Lee, J.W., Anthony, J.C., & Chung, H. (2017) Latent class analysis for multiple discrete latent variables: A study on the association between violent behavior and drug-using behaviors. Structural Equation Modeling: A Multidisciplinary Journal, 24, 911-925. 

  9. Lee, J.W. & Chung, H. (2017) Latent class analysis with multiple latent group variables. Communications for Statistical Applications and Methods, 24, 173-191. 

  10. Chang, H.-C., Chung, H., Tao, M., Luo, Z., & Holtrop, J.S. (2016) A comparison of care management delivery models on the trajectories of medical costs among patients with chronic diseases: 4-year follow-up results. Health Services and Outcome Research Methodology, 16, 234-255. 

  11. Choi, H. & Chung, H. (2016) The inference and estimation for latent discrete outcomes with a small sample. Communications for Statistical Applications and Methods, 23, 131-146. 

  12. Mudd, L.M., Pivarnik, J.M., Pfeiffer, K.A., Paneth, N., Chung, H., & Holzman, C. (2015) Maternal physical activity during pregnancy, child leisure-time activity, and child weight status at 3–9 years. Journal of Physical Activity and Health, 12, 506–514.

  13. Park, G. & Chung, H. (2014) Estimating average causal effect in latent class analysis. Korean Journal of Applied Statistics, 27, 1077-1095.

  14. Shin, D., Chung, H., Weatherspoon L., & Song, W.O. (2014) Validity of pregnancy weight status estimated from self-reported height and weight. Maternal and Child Health Journal, 18, 1667-1674.

  15. Shin, D., Bianchi, L., Chung, H., Weatherspoon L., & Song, W.O. (2014) Is gestational weight gain associated with diet quality during pregnancy? Maternal and Child Health Journal, 18, 1433-1443.

  16. Chung, H. & Anthony, J.C. (2013) A Bayesian approach to a multiple-group latent class-profile analysis: the timing of drinking onset and subsequent drinking behaviors among U.S. adolescents. Structural Equation Modeling: A Multidisciplinary Journal, 20, 658–680.

  17. Chang, H.-C. & Chung, H. (2013) Dealing with multiple local modalities in latent class profile analysis. Computational Statistics and Data Analysis, 68, 296–310.

  18. Harel, O., Chung, H., & Miglioretti, D. (2013) Latent class regression: inference and estimation with two-stage multiple imputation. Biometrical Journal, 55, 541–553.

  19. Chung, H. & Chang, H.-C. (2012) Bayesian approaches to the model selection problem in the analysis of latent stage-sequential process. Computational Statistics and Data Analysis, 56, 4097–4110.

  20. Mudd, L.M., Pivarnik, J.M., Holzman, C.B., Paneth, N., Pfeiffer, K., & Chung, H. (2012) Leisure-time physical activity in pregnancy and the birth weight distribution: Where’s the effect? Journal of Physical Activity and Health, 9, 1168–1177.

  21. Jones, N.M., Holzman, C., Tian, Y., Witkin, S.S., Genc, M., Friderici, K., Fisher, R., Sezen, D., Babula, O., Jernigan, K.A., Chung, H., & Wirth, J. (2012) Innate immune system gene polymorphisms in maternal and child genotype and risk of preterm delivery. Journal of Maternal-Fetal & Neonatal Medicine, 25, 240–247.

  22. Chung, H., Anthony, J.C., & Schafer, J.L. (2011) Latent class profile analysis: an application to stage sequential process of early onset drinking behaviours. Journal of the Royal Statistical Society, Series A, 174, 689–712.

  23. Chung, H. (2011) Multiple-group latent transition model for the analysis of sequential patterns of early-onset drinking behaviors among U.S. adolescents. Korean Journal of Applied Statistics, 24, 709–719.

  24. Jones, N.M., Holzman, C., Friderici, K.H., Jernigan, K., Chung, H., Wirth, J., & Fisher, R. (2010) Interplay of cytokine polymorphisms and bacterial vaginosis in the etiology of preterm delivery. Journal of Reproductive Immunology, 87, 82–89.

  25. Chen, Y., Holzman, C., Chung, H., Senagore, P., Talge, N., & Siler-Khordr, T. (2010) Levels of maternal serum corticotropin-releasing hormone (CHR) at midpregnancy in relation to maternal characteristics. Psychoneuroendocrinology, 35, 820–832.

  26. Kelly, R., Holzman, C., Senagore, P., Wang, J., Tian, Y., Rahbar, M.H., & Chung, H. (2009) Placental vascular pathology findings and pathways to preterm delivery. American Journal of Epidemiology, 170, 148–158.

  27. Chung, H., Lanza, S.T., & Loken, E. (2008) Latent transition analysis: inference and estimation. Statistics in Medicine, 27, 1834–1854.

  28. Gargano, W.J., Holzman, C., Senagore, P., Thorsen, P., Skogstrand, K., Hougaard, D.M., Rahbar, M.H., & Chung, H. (2008) Mid-pregnancy circulating cytokine levels, histologic chorioamnionitis and spontaneous preterm birth. Journal of Reproductive Immunology, 79, 100–110.

  29. Xu, J., Holzman, C.B., Arvidson, C.G., Chung, H., & Goepfert, A.R. (2008) Mid-pregnancy vaginal fluid defensins, bacterial vaginosis, and risk of preterm delivery. Obstetrics and Gynecology, 112, 524–531.

  30. Chung, H. & Breslau, N. (2008) The latent structure of post-traumatic stress disorder: tests of invariance by gender and trauma type. Psychological Medicine, 38, 563–573.

  31. Romero, R., Nien, J.K., Espinoza, J., Todem, D., Fu, W., Chung, H., Kusanovic, J.P., Gotsch, F., Erez, O., Mazaki-Tovi, S., Gomez, R., Edwin, S., Chaiworapngsa, T., Levine, R.J., & Karumanchi, S.A. (2008) A longitudinal study of angiogenic (placental growth factor) and anti-angiogenic (soluble endoglin and soluble vascular endothelial growth factor preceptor-1) factors in normal pregnancy and patients destined to develop preeclampsia and deliver a small for gestational age neonate. Journal of Maternal-Fetal and Neonatal Medicine, 21, 9–23.

  32. Chung, H., Walls, T.A., & Park, Y. (2007) A latent transition model with logistic regression. Psychometrika, 72, 413–435.

  33. Demirtas, H., Lester, M., Chung, H., & Hedeker D. (2007) On the performance of bias-reduction techniques for variance estimation in approximate Bayesian bootstrap imputation. Computational Statistics and Data Analysis, 51, 4064–4068.

  34. Holzman, C., Lin, X., Senagore, P., & Chung, H. (2007) Histological chorioamnionitis and preterm delivery. American Journal of Epidemiology, 166, 786–794.

  35. Nettleman, M.D., Chung, H., Brewer, J., Ayoola, A., & Reed, P.L. (2007) Reasons for unprotected intercourse: analysis of the PRAMS survey. Contraception, 75, 361–366. 

  36. Chung, H., Flaherty, B.P., & Schafer, J.L. (2006) Latent class logistic regression: application to marijuana use and attitudes among high school seniors. Journal of the Royal Statistical Society, Series A, 169, 723–743.

  37. Chung, H., Park, Y., & Lanza, S.T. (2005) Latent transition analysis with covariates: pubertal timing and substance use behaviors in adolescent females. Statistics in Medicine, 24, 2895–2910.

  38. Chung, H., Loken, E., & Schafer, J.L. (2004) Response to Letters to the Editor on “Difficulties in drawing inferences with finite-mixture models: a simple example and a simple solution.” The American Statistician, 58, 363.

  39. Chung, H., Loken, E., & Schafer, J.L. (2004) Difficulties in drawing inferences with finite-mixture models: a simple example with a simple solution. The American Statistician, 58, 152–158.

Book Chapters:

• 1. Chung, H. (2007) Latent class models. In S. Boslaugh (Ed.), Encyclopedia of Epidemiology, 584–586, Thousand Oaks: Sage.