Publications

• Lee, J., Park, C., Dyckman, K., Lazar, N. A., Austin, B., Li, Q., and McDowell, J. (2012), Practice-related Changes in Neural Circuitry Supporting Eye Movements Investigated via Wavelet-based Clustering Analysis, to appear in Human Brain Mapping.
  
• Yoon, Y.-J., Park, C., Hofmeister, E., and Kang, S. (2012), Group Variable Selection in Cardiopulmonary Cerebral Resuscitation Data for Veterinary Patients, to appear in Journal of Applied Statistics.
• Vaughan, A., Jun, M., and Park, C. (2012), Statistical Inference and Visualization in Scale-Space for Spatially Dependent Images, Journal of the Korean Statistical Society, 41, 115-135.
• 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, 106, 832-845.
• Park, C. and Yoon, Y.-J. (2011), Bridge Regression: Adaptivity and Group Variable Selection, Journal of Statistical Planning and Inference, 141, 3506-3519.
• Park, C., Hernandez-Campos, F., Le, L., Marron, J. S., Park, J., Pipiras, V., Smith, F. D., Smith, R. L., Trovero, M., and Zhu, Z. (2011), Long Range Dependence Analysis of Internet Traffic, Journal of Applied Statistics, 38, 1407-1433.      Webpage
• Park, C., Lazar, N., Ahn, J., and Sornborger, A. (2010), A Multiscale Analysis of the Temporal Characteristics of Resting-State fMRI Data, Journal of Neuroscience Methods, 193, 334-342.
  
• Park, C., Lee, T., and Hannig, J. (2010), Multiscale Exploratory Analysis of Regression Quantiles using Quantile Sizer, Journal of Computational and Graphical Statistics, 19, 497-513.
• Yeon, K., Song, M., Kim, Y., Choi, H., and Park, C. (2010), Model Averaging under Concept Drift via Penalized Regression, Journal of Computational and Graphical Statistics, 19, 457-473.   Appendix
  
• Park, C., Hernandez-Campos, F., Marron, J. S., Smith, F. D., and Jeffay, K. (2010), Analysis of Dependence Among Size, Rate, and Duration in Internet Flows, Annals of Applied Statistics, 4, 26-52.
  
• Park, C. (2010), Block Thresholding Wavelet Regression Using SCAD Penalty, Journal of Statistical Planning and Inference, 140, 2755-2770.
• Park, J., and Park, C. (2009), Robust estimation of the Hurst parameter and selection of an onset scaling, Statistica Sinica, 19, 1531-1555.
• Park, C., Hannig, J., and Kang, K. (2009), Improved SiZer for Time Series, Statistica Sinica, 19, 1511-1530.
• Park, C., Vaughan, A., Hannig, J., and Kang, K. (2009), SiZer for the Comparison of Time Series, Journal of Statistical Planning and Inference, 139, 3974-3988.
• Park, C., and Kang, K. (2008), SiZer Analysis for the Comparison of Regression Curves, Computational Statistics and Data Analysis, 52, 3954-3970.     Software
• Liu, Y., Zhang, H., Park, C., and Ahn, J. (2007), Support Vector Machines with Adaptive Lq Penalty, Computational Statistics and Data Analysis, 51, 6380-6394.
• Park, C., Godtliebsen, F., Taqqu, M., Stoev, S., and Marron, J. S. (2007), Visualization and Inference Based on Wavelet Coefficients, SiZer and SiNos, Computational Statistics and Data Analysis, 51, 5994-6012.    Webpage     Software
  
• Rondonotti, V., Marron, J. S., and Park, C. (2007),  SiZer for Time Series: A New Approach to the Analysis of Trends,  Electronic Journal of Statistics, 1, 268-289.     Software
• Park, C., Shen, H., Hernandez-Campos, F., Marron, J. S., and Veitch, D. (2006), Capturing the Elusive Poissonity in Web Traffic, Proceedings of 14th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) 2006, 189-196.  
  
• Gonzalez, B., Hernandez-Campos, F., Marron, J. S., and Park, C. (2006), Visualization Challenges in Internet Traffic Research, Graphics of Large Data Sets: Visualizing a Million, Ed: A.Unwin, M. Theus, and H. Hofmann, Springer, New York, 203-226.     (webpage and paper)
• Park, C. and Kim, W. (2006), Wavelet Estimation of a Regression Function with a Sharp Change Point in a Random Design, Journal of Statistical Planning and Inference, 136, 2381-2394.
• Stoev, S., Taqqu, M., Park, C., Michailidis, G., and Marron, J. S. (2006), LASS: a Tool for the Local Analysis of Self-Similarity, Computational Statistics and Data Analysis, 50, 2447-2471.
• Zhang, H., Ahn, J., Lin, X., and Park, C. (2006), Gene Selection Using Support Vector Machines with Nonconvex Penalty, Bioinformatics, 22, 88-95.     Software
• Park, C., Hernandez-Campos, F., Marron, J. S., and Smith, F. D. (2005), Long-Range Dependence in a Changing Internet Traffic Mix, Computer Networks, 48, 401-422.
• Stoev, S., Taqqu, M., Park, C., and Marron, J. S. (2005), On the Wavelet Spectrum Diagnostic for Hurst Parameter Estimation in the Analysis of Internet Traffic, Computer Networks, 48, 423-445.
• Hernandez-Campos, F., Marron, J. S., Resnick, S. I., Park, C., and Jeffay, K. (2005), Extremal Dependence: Internet Traffic Applications, Stochastic Models, 21, 1-35.      (webpage and paper)
• Park, C., Marron, J. S., and Rondonotti, V. (2004), Dependent SiZer: Goodness-of-Fit Tests for Time Series Models, Journal of Applied Statistics, 31, 999-1017.
• Webpage     Software
  
• Park, C. and Kim, W. (2004), Estimation of a Regression Function with a Sharp Change Point Using Boundary Wavelets, Statistics & Probability Letters, 66, 435-448.
• Kang, K, Koo, J., and Park, C. (2000), Kernel Estimation of Discontinuous Regression Functions, Statistics & Probability Letters, 47, 277-285.

Submitted / Under revision

• Ahn, J., Peng, M., Park, C., and Jeon, Y., A Resampling Approach for Interval-Valued Data Regression, Under revision.
• Yoon, Y.-J., Park, C., and Lee, T., Penalized Regression Models with Autoregressive Error Terms, Under revision.
• Park, C. and Huh, J., Statistical Inference and Visualization in Scale-Space for Generalized Linear Models, Under revision.
• Park, C. and Huh, J., Nonparametric Estimation of a Log-Variance Function in Scale-Space, Under revision.
• Jeong, S.-O., Hoss, A., Park, C., and Ryu, Y., Portfolio Selection for Socially Responsible Investment via Nonparametric Frontier Models, Submitted.