Publications

Selected publications 

 (∗ first or corresponding author)

1. ∗Objective Bayesian multiple comparisons between two normal models with unequal variances. Communications for Statistical Applications and Methods, 32, 215-233, 2025.

2. Extreme value model under an adaptive progressive Type-II censoring: Application of a pivotal quantity. Communications for Statistical Applications and Methods, 32, 197-213, 2025.

3. ∗Bayesian multiple changing-points detection. AIMS Mathematics, 10, 4662-4708, 2025.

4. ∗Objective Bayesian multiple testing for k normal populations. Journal of the Korean Statistical Society, 53, 1135-1176, 2024.

5. ∗Objective Bayesian analysis of the ratio of bivariate lognormal means. Communications in Statistics - Simulation and Computation, 53, 4703-4719, 2024.

6. ∗Predictive analysis of doubly Type-II censored models. AIMS Mathematics, 9, 28508-28525, 2024.

7. ∗Semiparametric spatial frailty modeling for survival data based on copulas. Communications in Statistics - Simulation and Computation, 53, 3748-3757, 2024.

8. ∗Construction and analysis of freshness change data during rice storage process: real case studies. Korean Journal of Food Science and Technology, 56, 303-310, 2024.

9. ∗Application of objective priors for the multivariate Lomax distribution. Communications in Statistics - Theory and Methods, 53, 2307-2328, 2024.

10. ∗Nonparametric Bayesian modeling for non-normal data through a transformation. AIMS Mathematics, 9,18103-18116, 2024.

11. Big data analysis on manufacturing variables affecting properties of medium density fiberboard. European Journal of Wood and Wood Products, 82, 483-492, 2024.

12. ∗Objective Bayesian inference fot the reliability in a bivariate Lomax distribution. Journal of the Korean Statistical Society, 52, 816-837, 2023.

13. ∗Hidden Markov model based on logistic regression. Mathematics, 11, 4396, 2023.

14. ∗Objective priors for common correlation coefficient in bivariate normal population. Communications in Statistics - Theory and Methods, 52, 2124-2143, 2023.

15. ∗Note on the family of proportional reversed hazard distributions. Communications in Statistics - Simulation and Computation, 51, 5832-5844, 2022.

16. ∗Objective Bayesian inference for quantiles ratio in normal models. Communications in Statistics - Theory and Methods, 51, 5085-5111, 2022.

17. ∗Objective Bayesian group variable selection for linear model. Computational Statistics, 37, 1287-1310, 2022.

18. ∗Nonparametric prior elicitation for a binomial proportion. Communications in Statistics - Simulation and Computation, 51, 2809-2821, 2022.

19. Estimation dose-response curve using splines: a nonparametric Bayesian knot selection method. Communications for Statistical Applications and Methods, 29, 287-299, 2022.

20. ∗Objective Bayesian variable selection in the linear regression model. Journal of Statistical Computation and Simulation, 92, 1133-1157, 2022.

21. Optimal allocation for electric vehicle charging stations. Energies, 14, 5781, 2021.

22. Noninformative priors for the ratio of variabilities in a bivariate normal population. Journal of the Korean Statistical Society, 50, 874-890, 2021.

23. ∗Objective Bayesian analysis for generalized exponential stress-strength model. Computational Statistics, 36, 2079-2109, 2021.

24. ∗Bayesian multiple change-points detection in a normal model with heterogeneous variances. Computational Statistics, 36, 1365-1390, 2021.

25. ∗A Posterior proprieties under matching priors for generalized Gamma distribution. Communications in Statistics - Simulation and Computation, 50, 1202-1216, 2021.

26. ∗Posterior propriety of bivariate Lomax distribution under objective priors. Communications in Statistics - Theory and Methods, 50, 2201-2209, 2021.

27. ∗A risk assessment for ozone regulation based on statistical rollback. Applied Sciences, 11, 2388, 2021.

28. Spatial interpolation of gauge measured rainfall using compressed sensing. Asia-Pacific Journal of Atmospheric Sciences, 57, 331-345, 2021.

29. Estimation and prediction of record values using pivotal quantities and copulas. Mathematics, 8, 1678, 2020.

30. ∗Objective Bayesian prediction of future record statistics based on the exponentiated Gumbel distribution: comparison with time-series prediction. Symmetry, 12, 1443, 2020.

31. ∗Objective Bayesian analysis using the modified profile likelihood for the ratio of two log-Normal means. Journal of the Korean Statistical Society, 49, 537-558, 2020.

32. Improvement of rapid development thunderstorm (RDT) technology for use with GK-2A satellite. Asia-Pacific Journal of Atmospheric Sciences, 56, 307-319, 2020.

33. ∗A matching prior based on the modified profile likelihood for the common means in multiple log-Normal distributions. Statistical Papers, 61, 543-573, 2020.

34. ∗Role of Carotid Artery Stenting in Prevention of Stroke for Asymptomatic Carotid Stenosis: Bayesian cross-design and network meta-analyses. Korean Circulation Journal, 55, 330-342, 2020.

35. ∗Inference on modified hybrid gamma with GP distribution using precipitation data. Asia-Pacific Journal of Atmospheric Sciences, 55, 609-616, 2019.

36. ∗Objective Bayesian tests for Fieller-Creasy problem. Computational Statistics, 34, 1159-1182, 2019.

37. ∗Noninformative priors for the between-group variance in the unbalanced one-way random effects model with heterogeneous error variances. Journal of Statistical Computation and Simulation, 89, 1935-1956, 2019.

38. ∗A matching prior for the product of normal means based on the modified profile likelihood. Communications in Statistics - Simulation and Computation, 48, 1312-1329, 2019.

39. Bayesian pollution source identification via an inverse physics model. Computational Statistics & Data Analysis, 134, 76-92, 2019.

40. ∗Objective Bayesian testing for the linear combinations of normal means. Statistical Papers, 60, 147-172, 2019.

41. ∗Noninformative priors for linear combinations of the normal means with unequal variances. Journal of the Korean Statistical Society, 47, 520-536, 2018.

42. ∗Information analysis of local suppression scheme based on a spatial-temporal model. Journal of Applied Statistics, 45, 2929-2942, 2018.

43. ∗Objective Bayesian inference on Rayleigh distribution using upper record values. Communications for Statistical Applications and Methods, 25, 411-430, 2018.

44. ∗Nonparametric Bayesian modeling for monotonicity in catch ratio. Communications in Statistics - Simulation and Computation, 47, 1056-1065, 2018.

45. Maximum entropy modeling of farm land damages caused by the wild boar (Sus scrofa). Applied Ecology and Environmental Research, 16, 1101-1117, 2018.

46. ∗Robust Bayesian analysis for exponential parameters under generalized Type-II progressive hybrid censoring. Communications in Statistics - Theory and Methods, 47, 2259-2277, 2018.

47. ∗Robust Bayesian estimation for a two-parameter exponential distribution under generalized Type-I progressive hybrid censoring. Communications in Statistics - Simulation and Computation, 46, 5795-5807, 2017.

48. ∗Stochastic precipitation generator with hidden state covariates. Asia-Pacific Journal of Atmospheric Sciences, 53, 353-359, 2017.

49. ∗Nonparametric Bayesian analysis for multi-site hidden Markov model. Communications in Statistics - Simulation and Computation, 46, 4896-4907, 2017.

50. ∗Objective Bayesian analysis based on upper record values from two-parameter Rayleigh distribution. Journal of Applied Statistics, 44, 2222-2237, 2017.

51. ∗Objective Bayesian multiple comparisons for normal variances. Journal of Statistical Computation and Simulation, 87, 882-894, 2017.

52. ∗Inference on extreme value distributions using upper record values. Communications in Statistics - Theory and Methods, 46, 7751-7768, 2017.

53. ∗Objective Bayesian entropy inference for two-parameter logistic distribution using upper record values. Entropy, 19, 208, 2017.

54. ∗Objective Bayesian hypothesis testing in regression models with first-order autoregressive residuals. Communications in Statistics - Theory and Methods, 46, 5872-5887, 2017.

55. ∗Noninformative priors for the ratio of the shape parameters of two Weibull distributions. Computational Statistics, 32, 35-50, 2017.

56. ∗Objective Bayesian inference for the ratio of the scale parameters of two Weibull distributions. Communications in Statistics - Theory and Methods, 46, 4943-4956, 2017.

57. ∗Objective Bayesian testing on the common mean of several normal distributions under divergence-based priors. Computational Statistics, 32, 71-91, 2017.

58. ∗Robust Bayesian estimation of a bathtub-shaped distribution under progressively Type-II censoring. Communications in Statistics - Simulation and Computation, 46, 1008-1023, 2017.

59. ∗Bootstrap methods for Long-memory processes: a review. Communications for Statistical Applications and Methods, 24, 1-13, 2017.

60. ∗A stochastic prediction of partially measured concentrations of benzo[a]pyrene in the ambient air in Korea. Asian Journal of Atmospheric Environment, 10, 197-207, 2016.

61. ∗Change of spatiotemporal scale in dynamic models. Computational Statistics & Data Analysis, 101, 80-92, 2016.

62. ∗Statistical inference on Gumbel distribution using record values. Journal of the Korean Statistical Society, 45, 342-357, 2016.

63. ∗An approximate likelihood function of spatial correlation parameters. Journal of the Korean Statistical Society, 45, 276-284, 2016.

64. ∗Bayesian genetic association test when secondary phenotypes are available only in the case group. Entropy, 18, 91, 2016.

65. ∗Temporal statistical downscaling of precipitation and temperature forecasts using a stochastic weather generator. Advances in Atmospheric Sciences, 33, 175-183, 2016.

66. Predicting the mortality from asbestosrelated diseases based on the amount of asbestos used and the effects of slate buildings in Korea. Science of the Total Environment, 542, 1-11, 2016.

67. ∗Approximated sensitivity analysis in posterior predictive distribution. Journal of the Korean Statistical Society, 44, 261-270, 2015.

68. ∗Noninformative priors for the common shape parameters of Weibull distributions. Journal of the Korean Statistical Society, 44, 668-679, 2015.

69. ∗Approximated information analysis in Bayesian inference. Entropy, 17, 1441-1451, 2015.

70. Home bias, risk differential, and cultural spatial spillover effects. Journal of International Money and Finance, 51, 114-136, 2015.

71. Bayesian variable selection under the proportional hazards mixed-effects model. Computational Statistics & Data Analysis, 75, 53-65, 2014.

72. ∗Hierarchical Bayesian approach to multi-site hidden Markov model. Communications in Statistics - Simulation and Computation, 43, 1241-1252, 2014.

73. ∗An analysis of record statistics based on an exponentiated Gumbel model. Communications for Statistical Applications and Methods, 20, 405-416, 2013.

74. ∗Statistical inference for concentrations of benzo[a]pyrene partially measured in the ambient air of an industrial city in Korea. Atmospheric Environment, 81, 92-101, 2013.

75. Estimation on the generalized half logistic distribution under Type-II hybrid censoring. Communications for Statistical Applications and Methods, 20, 63-75, 2013.

76. ∗Estimation for two-parameter generalized exponential distribution based on records. Communications for Statistical Applications and Methods, 20, 29-39, 2013.

77. ∗Bayesian state space models with time-varying parameters: interannual temperature forecasting. Environmetrics, 23, 466-481, 2012.

78. ∗Reducing overdispersion in stochastic weather generators using a generalized linear modeling approach. Climate Research, 53, 13-24, 2012.

79. ∗Bayesian diffusion process models with time-varying parameters. Journal of the Korean Statistical Society, 41, 137-144, 2012.

80. ∗Bayesian estimation using record statistics of exponentiated inverse Weibull distribution. Communications of the Korean Statistical Society, 19, 479-493, 2012.

81. ∗Statistical Downscaling of seasonal forecasts and cliamte change scenarios using generalzied linear modeling appraoch for stochastic weather generators. American Geophysical Union, Fall Meeting, 2009.

82. Bayesians design and analysis for superensemble based climate forecasting. Journal of Climate, 21, 1891-1910, 2008.

83. Modeling dynamic controls on ice streams: a Bayesian statistical approach. Journal of Glaciology, 54, 705-714, 2008.

84. Equilibrium dynamics of ice streams: a Bayesian statistical analysis. Statistical Methods and Applications, 17, 145-165, 2008.

85. Hierarchical Bayesian modeling of the movement of ice stream. Preceedings of the 20th International Workshop on Statistical Modeling, 2005.

Other KCI Journals : 51 papers

• Journal of the Korean Data & Information Science Society, The Korean Journal of Applied Statistics, Journal of the Korean Association of Geographic Information Studies, Kukje Kyungje Yongu, The Korean Journal of Agricultural Economics, etc.

Accepted Papers (in press)

 (∗ first or corresponding author)

• ∗Bayesian trend filtering via adaptive piecewise polynomial regression and model selection. Journal of Applied Statistics.

• ∗Objective Bayesian analysis of common quantiles of normal distributions. Communications in Statistics - Theory and Methods.

• ∗Objective Bayesian inference for Birnbaum-Saunders distributions. Communications in Statistics - Simulation and Computation.

Submitted Papers (under revision)

 (∗ first or corresponding author)

• ∗Bayesian multiple mean comparison between two normal populations (under revison).

• ∗Enhanced bagging-based framework for forecasting non-stationary time series: Bridging non-stationarity with a scaled logit transformation.

• Estimation of weather impacts on mosquito abundance using Bayesian period-varying Poisson modeling with reduced-rank regression.

• ∗The chronic psychological burden of urban noise and light pollution: A cross-sectional study at a major crossroads in Daegu, Korea.

• ∗Objective framework for Bayesian inference in multicomponent Pareto stress-strength model under an adaptive progressive type-II censoring scheme (under revison).