Research

Refereed Journal Articles (Published or In Press: * corresponding author))

  1. Park, H., Loh, J.-M. and Jang, W.∗ (2023). Nonparametric inference for symbolic data using kernel methods. Journal of Nonparametric Statistics . 35 455–473. Link to Publication
  2. Eom, S. H. and Jang, W.∗ (2022). How can the post-war reconstruction project be carried out in a stable manner? - Terrorism prediction using a Bayesian hierarchical model. The Korean Journal of Applied Statistics. 35 603–617. Link to Publication
  3. Kim, B., Kim, S., Jang, W., Jung, S. and Lim, J. (2022). Comments on ’Online estimation of the case fatality rate using a run-off triangle data approach: An application to the Korean MERS outbreak in 2015’ by Sungim Lee and Johan Lim. Statistics in Medicine. 41 1728–1732. Link to Publication.
  4. Kim, J and Jang, W. (2022). A generalized Agresti-Coull type confidence interval for a binomial proportion. Journal of the Korean Statistical Society. 51 356–377. Link to Publication.
  5. Kim, S,. Bang, J.-I., Boo, D., Kim, B., Choi, I. Y., Ko, S. Yoo, I. R., Kim, K., Kim, J., Joo, Y., Ryoo, H. G., Paeng, J. C., Park, J. M., Jang, W., Kim, B., Chung, Y.,Yang, D., Yoo, S. and Lee, H.-Y. (2022). Second primary malignancy risk in thyroid cancer and matched patients with and without radioiodine therapy analysis from the observational health data sciences and informatics, European Journal of Nuclear Medicine and Molecular Imaging. 49 3547–3556. Link to Publication.
  6. Cho, S., Lim, J. and Jang, W. (2022). How many people participated in candlelight protests? Counting the size of a dynamic crowd. Journal of Applied Statistics. 49 1890–1899 Link to Publication.
  7. Kim. J., Loh, J. M. and Jang, W.∗ (2021). Generalized bagging. Journal of the Korean Statistical Society. 50 1219–1237. Link to Publication.
  8. Kim, B., Kim, S., Jang, W. ∗ , Jung, S. and Lim, J. (2021). Estimation of the case fatality rate based on stratification for the COVID-19 outbreak. PLoS ONE. 16 e0246921. Link to Publication.
  9. Chung, K H., Lee, J.-C., Lee, J., Cho, I.-K., Kim, J., Jang, W., Yoo, B. C. and Hwang, J.-H. (2020). Serum fibrinogen as a diagnostic and prognostic biomarker for pancreatic ductal adenocarcinoma. Panceatology. 20 1465–1471. Link to Publication. 010.
  10. Jeong, S.-O., Choi, D. and Jang, W.∗ (2020) A semiparametric mixture method for local false discovery rate estimation from multiple studies. Annals of Applied Statistics. 14 1242–1257. Link to Publication
  11. Park, S. and Jang, W.∗ . (2020) Evaluating the quality of baseball pitch using PITCH f/X. The Korean Journal of Applied Statistics. 33 171–184 Link to Publication
  12. Cho, S. and Jang, W.∗ (2019). Analysis of Korean baduk rating system and dum. The Korean Journal of Applied Statistics. 32 783–794. Link to Publication
  13. Bayarri, M., Berger, J., Jang, W., Ray, S., Pericchi, L. and Visser, I. (2019). Prior-based Bayesian Information. Statistical Theory and Related Fields. 3 2–13. Link to Publication
  14. Kim, J., Lim, J, Kim, Y. and Jang, W.∗ (2018). Bayesian variable selection under heredity constraints. Journal of the Korean Statistical Society. 47 314–329. Link to Publication
  15. Lee, S., Jang, W. and Park, B. U. (2018). Excess mass test for multimodality. Australian and New Zealand Journal of Statistics. 60 115–131. Link to Publication
  16. Choi, S. and Jang, W. (2017). Forecasting probabilities of earthquake in Korea based on seismological records. The Korean Journal of Applied Statistics. 30 759–774. Link to Publication
  17. Kwon, S., Ahn, J., Jang, W., Lee, S. and Kim, Y. (2017). A doubly sparse penalty approach for group variable selection. Annals of the Institute of Statistical Mathematics. 69 997–1025. Link to Publication
  18. Park, C. and Jang, W.∗ . (2017). Cosponsorship networks in the 17th national assembly of Republic of Korea. The Korean Journal of Applied Statistics 30 403–415. Link to Publication
  19. Wee, J., Jang, S., Lee, J. and Jang, W. (2017). The influence of depression and personality on social networking. Computers in Human Behavior 74 45–52. Link to Publication
  20. Jang, W∗ . and Loh, J. M. (2017). Quantitative comparison of two-point correlation functions from real and mock SDSS galaxy catalogs. Astrophysical Journal 839. Link to Publication
  21. Jang, W. and Loh, J.-M. (2017). Bandwidth selection for estimating the two-point correlation function of a spatial point pattern using AMSE. Statistica Sinica 27 1401–1418. Link to Publication
  22. Kim, Y. and Jang, W.∗ (2016). Direction of improvement of privacy protection regulation for promoting artificial intelligence industry. Journal of Law and Economic Regulation, 9, 161–176.
  23. Jang, W.∗ , Kim, G. and Kim, J. (2016). Current trends in high dimensional massive data analysis. The Korean Journal of Applied Statistics, 29, 999–1006. Link to Publication
  24. Kim, Y, Jong, S. J., Jang, W. and Lee, J. (2016). Innovation of technology and social changes quantitative analysis based on patent big data. The Korean Journal of Applied Statistics, 29, 1025–1040. Link to Publication
  25. Kim, W., Jang, W. and Song, H. (2016). On the distribution of the movement speed of smartphone users. KIISE Transactions on Computing Practices, 22, 567–575. [Link to Publication])(http://dx.doi.org/10.5626/KTCP.2016.22.11.567)
  26. Lee, M., Kim, Y. and Jang, W.∗ (2016). Patent citation network. The Korean Journal of Applied Statistics 29 613-626. Link to Publication
  27. Choi, Y. J., Kim, N., Jang, W.∗ , Seo, B., Oh, S., Shin, C. M., Lee, D. H. and Jung, H.C. (2016). Familial clustering of gastric cancer: a retrospective study based on the number of first-degree relatives. Medicine 95 e3606. Link to Publication
  28. Lee, H., Roh, J. Jung, J. H. and Jang, W.∗ (2016). Network analysis of urban to rural migration. The Korean Journal of Applied Statistics 29 487–504. Link to Publication
  29. Jang, W.∗ , Lim, J., Lazar, N., Loh, J. M. and Yu, D. (2015). Some properties of generalized fused lasso and its applications to high dimensional data. Journal of the Korean Statistical Society 44 352–365. Link to Publication.
  30. Kim, K., Ahn, S., Lim, J., Yoo, B. C. Hwang, J-H. and Jang, W.∗ (2014). Detection of pancreatic cancer biomarkers using mass spectrometry. Cancer Informatics. Supp. 7 45–54. Link to Publication.
  31. Jung, J. H., Roh, J-S., Jang, W., Kim, S. B., Yoon, K. Y. and Kim, J. (2014). Regional analysis of the migration patterns of returning farmers. Journal of the Korean Society of Rural Planning. 20 221–232. Link to Publication
  32. Maier, G., Grundstein, A., Jang, W., Li, C., Naeher, N. and Shepherd, M. (2014) Assessing the performance of a vulnerability index during oppressive heat across Georgia, US. Weather, Climate, and Society. 6 253–263. Link to Publication
  33. Brown, D. A., Lazar, N., Datta, G. S., Jang, W. and McDowell, J. E. (2014) Incorporating spatial dependence into Bayesian multiple testing of statistical parameter maps in functional neuroimaging. Neuroimage. 84 97–112. Link to Publication
  34. Ebell, M. H., Jang, W., Shen, Y. and Geocadin, R. G. (2013) Development and validation of the good outcome gollowing attempted resuscitation (GO-FAR) score to predict neurologically intact survival after in-hospital cardiopulmonary resuscitation. Journal of the American Medical Association Internal Medicine. 173 1872–1878. Link to Publication
  35. Jang, W. (2013) Multiple testing and its applications in high-dimension. Journal of the Korean Data & Information Science Society. 24 1063–1076. Link to Publication. 2013.24.5.1063
  36. Kim, Y., Kim, J. and Jang, W. (2013) An EM algorithm for the proportional hazards model with doubly censored data. Computational Statistics & Data Analysis. 57 41–51. Link to Publication
  37. Yu, D., Lim, J., Liang, F., Kim, K., Kim, B. and Jang, W.∗ (2012). Permutation test for incomplete paired data with application to cDNA microarray data. Computational Statistics & Data Analysis 56 510–521. Link to Publication
  38. Park, C., Ahn, J., Hendry, M. and Jang, W.∗ (2011). Analysis of long period variable stars with nonparametric tests for trend detection. Journal of the American Statistical Association 495 832–845. Link to Publication.
  39. Jang, W.∗ and Loh, J. M. (2010). Density estimation for grouped data with application to transect sampling. Annals of Applied Statistics 4 893–915. Link to Publication.
  40. Kim, Y., Kim, B. and Jang, W.∗ (2010). Asymptotic properties of the maximum likelihood estimation for the proportional hazards model with doubly censored data. Journal of Multivariate Analysis 101 1339–1351. Link to Publication.
  41. Loh, J. M. and Jang, W. (2010). Estimating a cosmological mass bias parameter with bootstrap bandwidth selection. Journal of the Royal Statistical Society, Series C 59 761–779. Link to Publication
  42. Jang, W.∗ and Lim, J. (2009). A numerical study of PQL estimation biases in generalized linear mixed models under heterogeneity of random effects. Communication in Statistics - Simulation and Computation 38 692-702. Link to Publication.
  43. Choi, B., Jang, W., and Salama, G. (2007). Spatially discordant voltage alternans cause wavebreaks in ventricular fibrillation. Heart Rhythm 4 1057-1068. Link to Publication
  44. Jang, W.∗ and Hendry, M. (2007). Cluster analysis for massive datasets in astronomy. Statistics and Computing 17 253-262. Link to Publication
  45. Jung, S.-H. and Jang, W. (2006). How accurately can we control the FDR in analyzing microarray data? Bioinformatics 22 1730-1736. Link to Publication
  46. Jang, W. (2006). Nonparametric density estimation and clustering in astronomical sky surveys. Computational Statistics & Data Analysis 50 760-774. Link to Publication Book Chapters and Invited Publications
  47. Jang, W.∗ . (2014). Discussion of The history and future of Bayesian Statistics by Lee, Lee and Lee . The Korean Journal of Applied Statistics 27 865–866. Link to Publication
  48. Won, J., Jang, W.∗ and Lim, J. (2013). Discussion of Large covariance estimation by thresholding principle orthogonal complements by Fan, Liao and Mincheva. Journal of the Royal Statistical Society, Series B 75 671–672. Link to Publication
  49. Jang, W.∗ and Lim, J. (2010). Discussion of Maximum likelihood estimation of a multidimensional log-concave density by Cule, Samworth and Stewart, Journal of the Royal Statistical Society, Series B 72 596. Link to Publication
  50. Jang, W. (2007). Comments on Analyzing data from astronomical surveys: issues and directions by Tom Loredo. In Statistical Challenges in Modern Astronomy IV. Astron. Soc., San Francisco, 138-141.
  51. Jang, W. (2003). Nonparametric density estimation and galaxy clustering. In Statistical Challenges in Astronomy. Springer, New York, 443-445.
  52. Jang, W., Miller, C., Connolly, A., Schneider, J., Genovese, C., Nichol, B., Moore, A. and Wasserman, L. (2003). Nonparametric inference in astrophysics. In Statistical Challenges in Astronomy. Springer, New York, 221-235.

Other Publications

  1. Jang, W. (2013), Book review of Generalized estimating equations, 2nd edition by Hardin and Hilbe. Biometrics 69 799–800 Link to Publication.
  2. Choi, B., Jang, W. and Salama, G. (2005). Patterns of wave break locations in ventricular fibrillation. Heart Rhythm 2 S216-S216.

Work Currently in Progress/Submitted

  1. Cho, S., Kim, Y.,Lim, J., Choi, H., Park, D. and Jang, W.∗ . Multiple Testing of One-Sided Hypotheses under General Dependence.Submitted to Electronic Journal of Statistics.
  2. Kim, B., Jung, S., Lim, J. and Jang, W.∗ . Comparisons of parametric and non-parametric methods for analyzing RT-PCR experiment data. Submitted to Chemometrics and Intelligent Systems.