Students and mentees are underlined. * is the article that I am a corresponding author.

Peer-reviewed Publications - Statistical Methodology

1. Daluwatumulle SD, Jang JH*, Cui Y, Manatunga AK (2026+). Clustering Hybrid Functional and Vector Data. Submitted

2. Jang JH*, Oh D and Manatunga AK (2026+). Optimal weighting scheme for multivariate functional data-based biomarkers based on AUC. Submitted.

3. Ahn K and Jang JH (2026+). Shape-Based Functional k-Means Clustering Accounting for Phase and Amplitude Variation. Computational Statistics, in revision.

4. Cui Y, Jang JH, Mannino RG and Manatunga AK (2025). Model-based Clustering of Multiple Images Incorporating Covariates. Statistical Methods in Medical Research, in press.

5. Cui Y, Qi Y, Manatunga AK and Jang JH* (2025). A Model-free Framework for Evaluating the Reliability of a New Device with Multiple Imperfect Reference Standards. Biometrics, in press.

6. Choi K and Jang JH* (2025). Unscaled Indices for Assessing Agreement of Functional Data. Biometrical Journal, in press.

7. Jang JH*, Chang C, Manatunga AK, Taylor AT and Long Q (2024). An Integrative Latent Class Model of Heterogeneous Data Modalities for Diagnosing Kidney Obstruction. Biostatistics, 25(3), 769–785.

8. Ye Y, Jang JH* and Manatunga AK (2023). Assessing intra- and inter-method agreement of functional data. Statistical Methods in Medical Research, 33(1), 112-129.

9. Park YE and Jang JH* (2023). User Factors and Trust in ChatGPT: Investigating the Relationship between Demographic Variables, Experience with AI Systems, and Trust in ChatGPT. Journal of the Korea Society of Digital Industry and Information Management, 4(19), 53-71. 

10. Jang JH* and Manatunga AK (2023). Diagnostic evaluation of pharmacokinetic features of functional markers. Journal of Biopharmaceutical Statistics, 33(3), 307-323.

11. Jang JH* (2021). Principal component analysis of hybrid functional and vector data. Statistics in Medicine, 40(24), 5152–5173. 

12. Jang JH, Manatunga AK, Chang C and Long Q (2021). A multiple imputation approach to bivariate functional data with missing components. Statistics in Medicine, 40(22), 4772–4793. 

13. Chang C, Jang JH, Manatunga AK, Taylor AT and Long Q (2020). A latent Bayesian class model to predict kidney obstruction in the absence of gold standard. Journal of the American Statistical Association, 115(532), 1645–1663. 

14. Jang JH, Peng L and Manatunga AK (2019). Assessing alignment between functional markers and ordinal outcomes based on broad sense agreement. Biometrics, 75(4), 1367–1379. 

15. Jang JH, Manatunga AK, Taylor AT and Long Q (2018). Overall indices for assessing agreement among multiple raters. Statistics in Medicine, 37(28), 4200–4215.

Peer-reviewed Publications - Subject-matter Applications

16. Li W, Egler A, Oyungu E, Yang Z, Xu H, Jang JH, McHenry MS, Yu Q and Khaitan A (2025). Pro- and anti-inflammatory immune biomarkers as predictors of neurodevelopment in young children exposed to HIV. AIDS, 16(7), 661-668.

17. Hammond FM, Zafonte RD, Sherer M, Bell KR, Bogner J, Malec JF, Tang Q and Jang JH (2024). Assessing the Benefits and Risks of Amantadine for Irritability and Aggression after Traumatic Brain Injury. PM&R, 16(7), 661-668.

18. Namazzi R, Bond C, Conroy AL, Datta D, Tagoola A, Goings MJ, Jang JH, Ware RE, Opoka R and John CC (2024). Hydroxyurea reduces infections in children with sickle cell anemia in Uganda. Blood, 143(14), 1425-1428.

19. Rivera RL, Hosler H, Jang JH, Schaffer JT, Price J, Vest JR and Schleyer TKL (2023). Directly Integrating Health Information Exchange Data with the Electronic Health Record Increases HIE Use by Emergency Department Clinicians. Applied CIinical Informatics Open, 7(2), e49-e60.

20. Namazzi R, Opoka R, Conroy AL, Datta D, Tagoola A, Bond C, Goings MJ, Ryu MS, Cusick SE, Krebs NF, Jang JH, Tu W, Ware RE and John CC (2023). Zinc for infection prevention in children with sickle cell anaemia (ZIPS): a randomised double-blind placebo-controlled trial. Blood Advances,  7(13), 3023-3031.

21. Bangirana P, Conroy AL, Opoka RO, Semrud-Clikeman M, Jang JH, Apayi C, Georgieff M, Dorsey GM, Kamya MR, Havlir D and John CC (2022). Effect of malaria and malaria chemoprevention regimens in pregnancy and childhood on neurodevelopmental and behavioral outcomes in children at 12, 24 and 36 months: a randomized clinical trial. Clinical Infectious Diseases, 76(4), 600-608. 

22. Neumann D, Backhaus S, Jang JH, Bhamidipalli SS, Winegardner J, Helton B and Hammond FM (2022). Intervention to change attributions that are negative: a feasibility study on reducing anger after brain injury. Journal of Emotion and Psychopathology, 1(1), 72-89. 

23. Henderson C, Plawecki A, Lucas E, Lotter J, Holthus M, Carbone A, Jang JH, Hornby TG and FIRST-Indiana team (2022). Increasing the amount and intensity of stepping training during in patient stroke rehabilitation improves locomotor and non-locomotor outcomes. Neurorehabilitation and Neural Repair, 36(9), 621–632. 

24. Neumann D, Mayfield R, Sander AM, Jang JH, Bhamidipalli SS and Hammond FM (2022). Examination of social inferencing skills in men and women after traumatic brain injury. Archives of Physical Medicine and Rehabilitation, 103(5), 937–943. 

25. Bosslet GT, Pollak M, Jang JH, Roll R, Sperling M and Khan B (2022). The effect of in-person primary and secondary school instruction on county-level Severe Acute Respiratory Syndrome Coronavirus 2 spread in Indiana. Clinical Infectious Diseases, 74(1), 17–23. 

26. Hammond FM, Zafonte RD, Tang Q and Jang JH (2021). Carbamazepine for irritability and aggression after traumatic brain injury: a randomized, placebo controlled study. Journal of Neurotrauma, 38(16), 2238–2246. 

27. Neumann D, Sander AM, Witwer N, Jang JH, Bhamidipalli SS and Hammond FM (2021). Evaluating negative attributions in persons with brain injury: A comparison of 2 measures. Journal of Head Trauma Rehabilitation, 36(3), E170–E177. 

28. Anderson AM, Jang JH, Easley KA, Fuchs D, Gisslen M, Zetterberg H, Blennow K, Ellis RJ, Franklin D, Heaton RK, Grant I and Letendre SL (2020). Cognitive and neuronal link with inflammation: longitudinal study in people with and without HIV Infection. Journal of Acquired Immune Deficiency Syndromes, 85(5), 617–625.

29. Hornby TG, Henderson CE, Holleran CL, Lovell L, Roth EJ and Jang JH (2020). Stepwise regression and latent profile analyses of locomotor outcomes post-stroke. Stroke, 51(10), 3074–3082. 

30. Aldrete S, Jang JH, Easley KA, Okulicz J, Dai T, Chen YN, Pino M, Agan BK, Maves RC, Paiardini M and Marconi VC (2020). CD4 rate of increase is preferred to CD4 threshold for predicting outcomes among virologically suppressed HIV-infected adults on antiretroviral therapy. PLOS One, 15(1): e0227124.