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陳春樹 教授／所長   Chun-Shu Chen

陳春樹 教授／所長   Chun-Shu Chen

辦  公  室：M606室

聯絡電話：(03)422-7151#65456

傳真電話：(03)425-8602

電子郵件：cschen1207@ncu.edu.tw

個人網站：https://sites.google.com/view/cschen-ncu/ 

學歷 Education 

  • Ph.D., Graduate Institute of Statistics, National Central University, 2007

經歷 Experiences

  • Director, Graduate Institute of Statistics, National Central University, 2022/2 ~ present
  • Professor, Graduate Institute of Statistics, National Central University, 2019/8 ~ present
  • Professor, Institute of Statistics and Information Science, NCUE, 2017/8 ~ 2019/7
  • Visiting Scholar, Department of Statistics, University of Wisconsin-Madison, USA, 2014/8 ~ 2015/2
  • Associate Professor, Institute of Statistics and Information Science, NCUE, 2012/2
  • Assistant Professor, Institute of Statistics and Information Science, NCUE, 2008/8 

研究領域 Research Interests 

  • Spatial and Spatio-temporal Statistics
  • Environmental Statistics
  • Statistical Learning
  • Model Selection 

論文著作 Publications

  • Shen, C. W. and Chen, C. S.* (2024), Estimation and Selection for Spatial Zero-inflated Count Models. Environmetrics, 35:e2847.
  • Chen, C. W. S.* and Chen, C. S. (2024), Spatial-temporal Hurdle Model vs. Spatial Zero-inflated GARCH Model: Analysis of Weekly Dengue Fever Cases. Stochastic Environmental Research and Risk Assessment, 38, 2119-2134.
  • Yang, H. D., Chang, A., Hsu, W. W., and Chen, C. S.* (2024), Zero-Inflated Models for Spatiotemporal Count Data with Extra Zeros: Application to 1950-2015 Tornado Data in Kansas. Environmental and Ecological Statistics, 31, 1-25.
  • Hwang, Y. T., Tung, Y. Q., Chen, C. S., and Lin, B. S.* (2023), B-Spline Modeling of Inertial Measurements for Evaluating Stroke Rehabilitation Effectiveness. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 4008-4016.
  • Chen, C. W. S.*, Chen, C. S., and Hsiung, M. H. (2023), Bayesian Modeling of Spatial Integer-Valued Time Series. Computational Statistics and Data Analysis, 188, 107827.
  • Tzeng, S., Chen, C. S., Li, Y. F., and Chen, J. H.* (2023), On Summary ROC Curve for Dichotomous Diagnostic Studies: An Application to Meta-analysis of COVID-19. Journal of Applied Statistics, 50, 1418-1434.
  • Yang, H. D., Chiou, Y. H., and Chen, C. S.* (2023), Estimation and Selection for Spatial Confounding Regression Models. Communications in Statistics – Theory and Methods, 52, 939-955.
  • Chen, C. S. and Shen, C. W.* (2022), Distribution-free Model Selection for Longitudinal Zero-inflated Count Data with Missing Responses and Covariates. Statistics in Medicine, 41, 3180-3198.
  • Shen, C. W., Chen, Y. H.*, and Chen, C. S.* (2021), Distribution-free Regression Model Selection with a Nested Spatial Correlation Structure. Spatial Statistics, 41, 100476.
  • Ludwig, G.*, Zhu, J., Reyes, P., Chen, C. S., and Conley, S. P. (2020), On Spline-based Approaches to Spatial Linear Regression for Geostatistical Data. Environmental and Ecological Statistics, 27, 175-202.
  • Chiou, Y. H., Yang, H. D., and Chen, C. S.* (2019), An Adjusted Parameter Estimation for Spatial Regression with Spatial Confounding. Stochastic Environmental Research and Risk Assessment, 33, 1535-1551.
  • Chen, C. S. and Shen, C. W.* (2018), Model Selection Based on Resampling Approaches for Cluster Longitudinal Data With Missingness in Outcomes. Statistics in Medicine, 37, 2982-2997.
  • Chen, C. S.* and Chen, C. S. (2018), A Composite Spatial Predictor via Local Criteria Under a Misspecified Model. Stochastic Environmental Research and Risk Assessment, 32, 341-355.
  • Chen, C. S.* and Huang, Y. T. (2018), Some Characteristics on the Selection of Spline Smoothing Parameter. Communications in Statistics – Theory and Methods, 47, 1307-1317.
  • Chen, C. S.*, Zhu, J., and Chu, T. (2018), A Generalized Measure of Uncertainty in Geostatistical Model Selection. Statistica Sinica, 28, 203-228.
  • Chang, Y. M., Shen, P. S., and Chen, C. S.* (2017), Adaptive Cox Model Averaging for Right-censored Data. Communications in Statistics – Theory and Methods, 46, 9364-9376.
  • Yang, H. D. and Chen, C. S.* (2017), On Estimation and Prediction of Geostatistical Regression Models via a Corrected Stein’s Unbiased Risk Estimator. Environmetrics, 28:e2424. doi:10.1002/env.2424.
  • Chen, J. H., Chen, C. S.*, Huang, M. F., and Lin, H. C. (2016), Estimating the Probability of Rare Events Occurring Using a Local Model Averaging. Risk Analysis, 36, 1855-1870.
  • Chen, C. S.* and Chen, K. C. (2016), Two-stage Signal Restoration Based on a Modified Median Filter. Journal of Statistical Computation and Simulation, 86, 122-134.
  • Ludwig, G.*, Zhu, J., and Chen, C. S. (2015), On Fixed Effects Estimation in Spline-based Semiparametric Regression for Spatial Data. Proceedings of Annual Conference on Applied Statistics in Agriculture, 27, 59-78.
  • Chen, C. S.*, Yang, H. D., and Li, Y. (2014), A Stabilized and Versatile Spatial Prediction Method for Geostatistical Models. Environmetrics, 25, 127-141.
  • Chen, C. S.*, Lee, Y. H., and Hsu, H. W. (2014), Adaptive Order Selection for Autoregressive Models, Journal of Statistical Computation and Simulation, 84, 1963-1974.
  • Lee, Y. H., Yang, H. D., and Chen, C. S.* (2012), Spatial Risk Assessment of Typhoon Cumulated Rainfall: A Case Study in Taipei Area, Stochastic Environmental Research and Risk Assessment, 26, 509-517.
  • Lee, Y. H.* and Chen, C. S. (2012), Autoregressive Model Selection Based on a Prediction Perspective, Journal of Applied Statistics, 39, 913-922.
  • Chen, C. S.* and Huang, H. C. (2012), Geostatistical Model Averaging Based on Conditional Information Criteria, Environmental and Ecological Statistics, 19, 23-35.
  • Chang, Y. M.*, Chen, C. S., and Shen, P. S. (2012), A Jackknife-based Versatile Test for Two-sample Problems with Right-censored Data, Journal of Applied Statistics, 39, 267-277.
  • Chen, C. S.* and Yang, H. D. (2011), A Joint Modeling Approach for Spatial Earthquake Risk Variations, Journal of Applied Statistics, 38, 1733-1741.
  • Chen, C. S. and Chang, Y. M.* (2011), Model Selection for Two Sample Problems with Right-censored Data: An Application of Cox Model, Journal of Statistical Planning and Inference, 141, 2120-2127.
  • Chen, C. S.* and Huang, H. C. (2011), An Improved Cp Criterion for Spline Smoothing, Journal of Statistical Planning and Inference, 141, 445-452.
  • Huang, H. C.* and Chen, C. S. (2007), Optimal Geostatistical Model Selection, Journal of the American Statistical Association, 102, 1009-1024.
  • Liu, J. Y.*, Chen, Y. I., Chuo, Y. J., and Chen, C. S. (2006), A Statistical Investigation of Pre-earthquake Ionospheric Anomaly, Journal of Geophysical Research, 111, A05304, doi:10.1029/2005JA011333.
  • Chen, Y. I*., Liu, J. Y., Tsai, Y. B., and Chen, C. S. (2004), Statistical Tests for Pre-earthquake Ionospheric Anomaly, Terrestrial Atomospheric and Oceanic Sciences, 15, 385-396. 

期刊編審 Editorial Service

教授課程 Teaching 

  • Mathematical Statistics
  • Statistical Computing
  • Statistical Learning
  • Regression Analysis
  • Spatial Statistics 

榮譽事蹟 Honors and Awards 

  • 2025 Outstanding Research Award (NCU) 
  • 2024 Outstanding Research Award (NCU)
  • 2023 Elected Member of the International Statistical Institute (ISI)
  • 2023 Outstanding Research Award (NCU)
  • 2023 Excellent Teaching Award of the College of Science (NCU)
  • 2022 Top Journal Award of the College of Science (NCU)
  • 2019 – 2022 Newly Appointed Outstanding Teaching and Research Personnel (NCU)
  • 2019 – 2022 Outstanding Young Scholar Research Project (MOST ; NSTC)