Journal Articles
*: corresponding author
Lee JY, Pahl K, Kim W*. (2022) Latent triple trajectories of substance use as predictors for the onset of antisocial personality disorder among urban African American and Puerto Rican adults: A 22-year longitudinal study. Substance Abuse; 43 (1), 442 - 450. https://doi.org/10.1080/08897077.2021.1946890 (SSCI, SCIE)
Kim K, Kim W*. (2021) Feature selection and prediction modeling of drug responsiveness in Pharmacogenomics, The Korean Journal of Applied Statistics, 34 (2), 153-166. https://doi.org/10.5351/KJAS.2021.34.2.153 (KCI)
Lee JY, Pahl K, Kim W*. (2021) Correlates of Cannabis Use Disorders among urban women of color: childhood abuse, relationship with spouse/partner, and media exposure. Journal of Substance Use, 26 (2), 132-137. https://doi.org/10.1080/14659891.2020.1784301 (SSCI)
Lee JY, Kim M-K, Kim W*. (2020) Robust linear trend test for low-coverage next-generation sequence data controlling for covariates, Mathematics. 8 (2), 217. https://doi.org/10.3390/math8020217 (SCIE)
Heo J, Lee JY, Kim W*. (2020) Bayesian information criterion accounting for the number of covariance parameters in mixed effects models, Communications for Statistical Applications and Methods. 27 (3), 301-311. https://doi.org/10.29220/CSAM.2020.27.3.301 (SCOPUS)
Lee JY, Kim W*, Brook JS, Finch SJ, Brook DW. (2020) Adolescent risk and protective factors predicting triple trajectories of substance use from adolescence into adulthood, Journal of Child and Family Studies. 29 (2):403 - 412. https://doi.org/10.1007/s10826-019-01629-9 (SSCI)
Kang KW, Kim W, Cho YW, Lee SK, Jung K, Shin W, Kim DW, Kim W, Lee HW, Kim W, Kim K, Lee S, Choi S, Kim M. (2019) Genetic characteristics of non-familial epilepsy. PeerJ. 7:e8278 https://doi.org/10.7717/peerj.8278 (SCIE)
Lee JY, Brook JS, Finch SJ, Kim W*, Brook DW. (2019) Single and dual diagnoses of major depressive disorder and posttraumatic stress disorder predicted by triple comorbid trajectories of tobacco, alcohol, and marijuana use among urban adults. Substance Abuse. 40 (2):221-228. https://doi.org/10.1080/08897077.2019.1572047 (SSCI, SCIE)
Lee JY, Kim W*, Brook JS. (2019) Triple comorbid trajectories of alcohol, cigarette, and marijuana use from adolescence to adulthood predict insomnia in adulthood. Addictive Behaviors; 90: 437-443. https://doi.org/10.1016/j.addbeh.2018.11.026 (SSCI, SCIE)
Lee JY, Brook JS, Kim W*. (2018) Triple trajectories of alcohol use, tobacco use, and depressive symptoms as predictors of cannabis use disorders among urban adults. Psychology of Addictive Behaviors; 32 (4): 466–474. https://doi.org/10.1037/adb0000373 (SSCI)
Kim W*, Kim Y-H. (2017) Genetic association tests when a nuisance parameter is not identifiable under no association. Communications for Statistical Applications and Methods; 24 (6): 663–671. https://doi.org/10.29220/CSAM.2017.24.6.663 (SCOPUS)
Park S, Kim W*. (2017) Multifactor dimensionality reduction method based on area under receiver operating characteristic curve. Model Assisted Statistics and Applications; 12 (3): 245– 253. https://doi.org/10.3233/MAS-170399 (SCOPUS)
Kim JM, Lee KJ, Kim W*. (2017) Variance estimation by multivariate imputation methods in complex survey designs. Model Assisted Statistics and Applications; 12 (3): 195–207. https://doi.org/10.3233/MAS-170394 (SCOPUS)
Gordon D, Londono D, Patel P, Kim W, Finch SJ, Heiman GA. (2017) An analytic solution to computation of power and sample size for genetic association studies under a pleiotropic mode of inheritance. Human Heredity; 81:194–209. https://doi.org/10.1159/000457135 (SCIE)
Lee T, Delongchamp RR, Kim W, Reis RJS. (2016) Use of p-value plots to diagnose and remedy problems with statistical analysis of microarray data. Genes & Genomics; 38:45–52. https://doi.org/10.1007/s13258-015-0339-5 (SCIE)
Kim W*. (2015) Transmission disequilibrium tests based on read counts for low-coverage next- generation sequence data. Human Heredity; 80:36–49. https://doi.org/10.1159/000434645 (SCIE)
Kim W, Londono D, Zhou L, Xing J, Nato AQ, Musolf A, Matise TC, Finch SJ, Gordon D. (2013) Single-variant and multi-variant trend tests for genetic association with next-generation sequencing that are robust to sequencing error, Human Heredity; 74:172–183. https://doi.org/10.1159/000346824 (SCIE)
Lynch O, Ramachandran KM, Kim W. (2010) Applications of penalized mixture distributions to microarray data analysis, Neural, Parallel & Scientific Computations; 18:371–384. https://dl.acm.org/citation.cfm?id=1991965 (SCOPUS)
Chang S, Choi SH, Li K, Fleur RS, Huang C, Shen T, Ahn K, Gordon D, Kim W, Wu R, Mendell NR, Finch SJ. (2009) Growth mixture modeling as an exploratory analysis tool in longitudinal QTL analysis. BMC Proceedings; 3:S112. https://doi.org/10.1186/1753-6561-3-S7-S112
Kim W, Gordon D, Sebat J, Ye KQ, Finch SJ. (2008) Computing power and sample size for case-control association studies with copy number polymorphism: application of mixture-based likelihood ratio test. PLoS ONE; 3(10): e3475. https://doi.org/10.1371/journal.pone.0003475 (SCIE)
Kim W, Ahn H, Moon H. (2007) A dose-response test via closed-form solutions for constrained MLEs in survival/sacrifice experiments. Statistics in Medicine; 26(3):694–708. https://doi.org/10.1002/sim.2549 (SCIE)
Ahn K, Haynes C, Kim W, Fleur RS, Gordon D, Finch SJ. (2007) The effects of SNP genotyping errors on power of the Cochran-Armitage linear trend test for case/control association studies. Annals of Human Genetics; 71(2):249–261. https://doi.org/10.1111/j.1469-1809.2006.00318.x (SCIE)
Falk CT, Finch SJ, Kim W, Mukhopadhyay ND. (2007) (Equally contributed) Data mining of RNA expression and DNA genotype data: Presentation Group 5 contributions to Genetic Analysis Workshop 15. Genetic Epidemiology; 31 :S43–S50. https://doi.org/10.1002/gepi.20279 (SCIE)
Yang Y, Tashman AP, Lee JY, Yoon S, Mao W, Ahn K, Kim W, Mendell NR, Gordon D, Finch SJ. (2007) Mixture modeling of microarray gene expression data. BMC Proceedings; 1:S50. https://doi.org/10.1186/1753-6561-1-S1-S50
Chi DP, Kim HJ, Kim W. (1998) On the existence of solutions of the heat equation for harmonic map. Bulletin of the Korean Mathematical Society; 35(3):533–545. http://bkms.kms.or.kr/journal/view.html?uid=3231
Book
Gordon D, Finch SJ, Kim W. (2020) Heterogeneity in Statistical Genetics: How to Assess, Address, and Account for Mixtures in Association Studies. Springer
Series title: Statistics for Biology and Health
eBook ISBN: 978-3-030-61121-7
Hardcover ISBN: 978-3-030-61120-0