Yi-Kuan Tseng  曾議寬

        Associate Professor

       Graduate Institute of Statistics

        National Central University

        Hong‐Jing Hall ,   M507

       Ext. 65455

 

 

 

 

E-mail: tsengyk@ncu.edu.tw

 

          

  
 

Degrees:

 

          Ph.D. in Statistics     University of California, Davis     2005    

          M.S.  in Statistics     University of California, Davis     2002

          M.S.  in Statistics     National Sun Yat-sen University     1994

          B.E.  in Math Ed.     National Taipei Teachers College    1992

 

Current Research Interests:

  • Joint model approaches for survival and longitudinal data.

  • Method of sieves on semi-parametric models.

  • General class of survival models.

  • AIDS research.

  • Model based time-dependent ROC

 

 

 

 

Time-dependent AUC (Area Under the ROC Curves) of the combined biomarkers, CD4 count and Viral load to predict HIV patients' survival

 ( Red line and red dash line based on the AFT model; blue line and blue dash line based on the Cox model)

 

 

 

 

Event history plot for CD4 level: The right edge curve is the Kaplan-Meier estimate. Each color bar represent CD4 level of a patient.

Green: CD4 counts < 50; Yellow: CD4 counts 50~100; Orange:  100~300; Red: >300  

 

Teaching Activities:

                                             Survival analysis

      Practical Statistics                         2017 Spring

      Seminar II                                      2017 Spring

     Categorical Data analysis             2018 Spring

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Honors/Awards

 

Grants

 

 

Supervised Students

 

 

Publications:

   

1. Wang, T. L.*, & Tseng, Y. K. (2018). The comparative effectiveness of physical, virtual, and virtual-physical manipulatives on third grade students' science achievement and conceptual understanding of evaporation and condensation. International Journal of Science and Mathematics Education. 16,  203-219.
2. Yang, D. C., Tseng,Y. K., & Wang, T. L. * (2017). A comparison of geometry problems in middle-grade mathematics textbooks from Taiwan, Singapore, Finland, and the United States. EURASIA Journal of Mathematics, Science, and Technology Education,13, 2841-2857.
3.  Y.K. Tseng and Y.F. Yang*  (2016).  A kernel smooth approach for joint modeling of accelerated failure time and longitudinal data.  Communications in Statistics - Simulation and  Computation. 45, 1240-1248.
4. Chang CY, Chang CP, Chakraborty S, Wang SW, Tseng YK, Wang CC* (2016). Modulating the structure and function of an aminoacyl-tRNA synthetase cofactor by biotinylation. J Biol Chem. 10.1074/jbc.M116.734343.
5. Chih-Ming Kao, Hung-Yu Liao, Chih-Ching Chien, Yi-Kuan Tseng, Petrus Tang, Chih-En Lin, and Ssu-Ching Chen*. (2016).The change of microbial community from chlorinated solvent-contaminated groundwater after biostimulation using the metagenome analysis. Journal of Hazardous Materials. 302, 144-150.
6. Y. K. Tseng*, Y. R. Su,  M. Mao, and J. L. Wang. (2015).   An Extended Hazard Model with Longitudinal Covariates.  Biometrika. 102, 135-150.
7.  王姿陵*,曾議寬, 邱美燕 (2015).評析電子教科書對教與學的影響. 教科書研究.第八卷 第二期,175-188.
8.  T. L. Wang* and Y.K. Tseng (2015). Do thinking styles matter for science achievement and attitudes toward science class in male and female elementary school students in Taiwan.   International Journal  of Science and Mathematics Education. 13, 515-533.
9. Yi-Ting Hwang*, Chun-Chao Wang, Chiuan He Wang, Yi-Kuan Tseng, and Yeu-Jhy Chang (2015). Joint model of multiple longitudinal measures and a binary outcome -- an application to predict orthostatic hypertension for subacute stroke patients. Biometrical Journal. 57, 661-675
10.  P. L. Chen, C. W. Yang,  Y. K. Tseng, W. Z. Sun,  J. L. Wang, S. J. Wang, Y. J. Oyang, and J. L. Fuh* (2014). Risk of dementia after anaesthesia and surgery.  British Journal of Psychiatry, 204, 188-193.
11. L. C. Huan, J. C. Wu, B.H. Chiou, C. H. Chen3, N.H. Ma, C. Y. Chang, Y. K. Tseng, and S. C. Chen* (2014). MicroRNA regulation of DNA repair gene expression in 4-aminobiphenyl-treated HepG2 cells. Toxicology. 322, 69-77.
12.  L. C. Chen, J. C. Wu, Y. F. Tuan, Y. K. Tseng,  Y. C. Hseu, and S. C. Chen.* (2014). Molecular mechanisms of 3,3’-dichlorobenzidine–mediated toxicity in HepG2 cells.  Environmental and Molecular Mutagenesis. 55, 407-420.
13.  Y.K. Tseng*, K.N. Hsu and Y.F. Yang (2014).   A Semiparametric Extended Hazard Regression Model with Time-dependent Covariates.   Journal of Nonparamet​ric Statistics. 26, 115-128.  
14. Y. H. Wu, C. P. Chang, C. I. Chien,  Y. K. Tseng, and C.C. Wang* (2013). An insertion peptide of yeast glycyl-tRNA synthetase facilitates both productive docking and catalysis of cognate tRNAs.  Molecular and Cellular Biology, 33, 3515-3523.
15. Y. C. Hung*, W. C. Tsai, S.-F. Yang, S. C., Chuang and Y. K. Tseng (2012). Nonparametric profile monitoring in multi-dimensional data spaces. Journal of Process Control. 22, pp.397-.403.
16. C. P. Chang, Y. K. Tseng, C. Y. Ko and C.C. Wang* (2012). Alanyl-tRNA synthetase genes of Vanderwaltozyma polyspora arose from duplication of a dual-functional predecessor of mitochondrial origin. Nucleic Acids Research, 40, pp.314-p.322.
17.  Tseng, Y. K. and Shu, K. N.* (2011) Efficient estimation for a semiparametric extended hazards model. Communication of Statistics- Simulation and Computation. 40, pp.270-285.
18. Hsieh, F., Tseng, Y. K. and Wang, J. L.*(2006). Joint Modelling of Survival Time and Longitudinal Data: Likelihood Base  Approach  Revisit. Biometrics. 62, pp.1037-1043
19. Carey, J.*, Papadopoulos, N., Kouloussis, N., Katsoyannos, B., Mueller, H.G., Wang, J. L. and Tseng, Y. K. (2006). Age-specific and lifetime behavior patterns in Drosophila melanogaster and Mediterranean fruit  fly, Ceratitis capitata. Experimental Gerontology 41, pp.93-97.  
20. Tseng, Y. K., Hsieh, F. and Wang, J. L.*(2005). Joint Modelling of Accelerated Failure Time and Longitudinal Data. Biometrika, 92, pp.587-603.
21. Guo, M. H.* and Tseng, Y. K. (1997). A comparison between Linear and Nonlinear Forecasts   for Nonlinear AR Models. Journal of Forecasting, 16, pp.491-508.

 

 Manuscript::

     ● Tseng, Y. K. and Hsieh, Y. H.. A Joint Model Approach for Evaluating the Efficacy of HAART Treatment for AIDS patients in Taiwan. Manuscript.

     Yang, Y. F. and Tseng, Y. K. .  Joint model of multivariate survival and longitudinal data with frailty. Manuscript.

     Yang, Y. F. and Tseng, Y. K.  \pkg{JointModel:} A \proglang{MATLAB} Package for Joint Models of Longitudinal and Survival Data