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Education |  |
| Ph.D., Graduate Institute of Statistics, National Central University, 2007 Assistant Professor, Institute of Statistics and Information Science, NCUE, 2008 Associate Professor, Institute of Statistics and Information Science, NCUE, 2012 Professor, Institute of Statistics and Information Science, NCUE, 2017 Professor, Graduate Institute of Statistics, National Central University, 2019 ~ present Visiting Scholar, Department of Statistics, University of Wisconsin-Madison, USA, 2014/8~2015/2 |
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Research Interests | |
| Spatial and Spatio-temporal Statistics Environmental Statistics Model Selection Image Analysis |
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Publications | |
| 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. Tzeng, S., Chen, C. S., Li, Y. F., and Chen, J. H.* (2022), On Summary ROC Curve for Dichotomous Diagnostic Studies: An Application to Meta-analysis of COVID-19. Journal of Applied Statistics, to appear. Yang, H. D., Chiou, Y. H., and Chen, C. S.* (2021), Estimation and Selection for Spatial Confounding Regression Models. Communications in Statistics - Theory and Methods, to appear. 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. |
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Teaching | |
| Mathematical Statistics Statistical Computing Regression Analysis Statistical Learning Spatial Statistics |
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