師資陣容

張源俊

張源俊

合聘教授

統計學系

  • 分機
    29393091 #89021
  • E-Mail
    ycchang@stat.sinica.edu.tw
  • 網站
    www.sinica.edu.tw/~ycchang/
  • 研究專長
    序列分析、一般線性模式、統計及機器學習、教育測驗

學歷

  • 美國伊利諾大學香檳校區統計學系博士
  • 美國密西根州立大學統計學系碩士
  • 國立臺灣大學數學系學士

個人著作

  • 張源俊*, 2013.05, 'Maximizing an ROC-type measure via linear combination of markers when the gold reference is continuous,, ' Statistics in Medicine, Vol.0, No.0, pp.0.(SCI)(*為通訊作者)
  • 張源俊, 2013.05, 'A modified area under the ROC curve and its application to marker selection and classification, ' Journal of the Korean Statistical Society, Vol.0, No.0, pp.0.(SCIE, SCI)(本論著未刊登但已被接受)
  • 張源俊*, 2013.01, 'Sequential estimation for covariate-adjusted response-adaptive designs,, ' Journal of the Korean Statistical Society, Vol.42, No.1, pp.105-116.(SCI)(*為通訊作者)
  • 張源俊, 2013.01, 'Multiple-stage sampling procedure for covariate-adjusted response-adaptive designs, ' Statistical Methods in Medical Research, Vol.0, No.0, pp.0.(SCI)(本論著未刊登但已被接受)
  • 張源俊, 2013.01, ' Sequential estimate for linear regression models with uncertain number of effective variables, '.
  • 張源俊*, 2012.01, ' Identifying Differential Gene Sets using the Linear Combination of Genes with Maximum AUC, ' Journal of Proteomics & Bioinformatics, Vol.5, No.3, pp.73 - 83.(*為通訊作者)
  • 張源俊*, 2011.01, 'Sequential estimate of partial area under ROC curve with $\beta $-protection and optimal ratio of cases to controls, ' Journal of Statistical Planning and Inference, Vol.141, No.0, pp.3356-3366.(SCIE, SCI)(*為通訊作者)
  • 張源俊*, 2011.01, 'Sequential estimation in generalized linear models when covariates are subject to errors, ' Metrika, Vol.73, No.0, pp.93-120.(SCIE, SCI)(*為通訊作者)
  • 張源俊*, 2011.01, ' Markers selection via maximizing the partial area under ROC curve of linear risk scores, ' Biostatistics, Vol.12, No.2, pp.386-398.(SCIE, SCI)(*為通訊作者)
  • 張源俊; H-M. Hsueh*, 2011.01, 'Optimal sampling in retrospective logistic regression via two-stage method, ' Biometrical Journal, Vol.53, No.1, pp.5-18.(SCIE, SCI)(*為通訊作者)
  • 張源俊, 2010.12, 'Early stopping of L2Boosting, ' Computational Statistics and Data Analysis,.(SCI)
  • Zhanfeng Wang;張源俊*, 2010.07, ' Markers selection via maximizing the partial area under ROC curve of linear risk scores, ' Biostatistics,.(SCI)(*為通訊作者)
  • Park, Eunsik;張源俊*, 2009, 'Sequential analysis of longitudinal data in a prospective nested case-control study, ' Biometrics,.(SCI)(*為通訊作者)
  • 張源俊*;Lu, Hung-Yi, 2009, ' Online Calibration Via Variable Length Computerized Adaptive Testing, ' Psychometrika,.(SSCI, SCI)(*為通訊作者)
  • 張源俊*, 2009, 'Sequential estimation in generalized linear models when covariates are subject to errors, ' Metrika,.(SCIE)(*為通訊作者)
  • 張源俊;Park, Eunsik, 2009, 'Constructing the best linear combination of diagnostic markers via sequential sampling, ' Statistics and Probability Letters, Vol.79, pp.1921 - 1927.(SCIE)
  • Lin, Sung-Chiang*, 2009, 'Meta-learning for Imbalanced Data and Classification Ensemble in Binary Classification,, ' Neurocomputing,.(EI, SCI)(*為通訊作者)
  • C. Andy Tsao*;Yuan-chin Ivan Chang, 2007, 'A Stochastic Apptroximate View of Boosting, ' Computational Statistics and Data Analysis,.(SCI)(*為通訊作者)
  • 張源俊, 2007, 'A parsimonious threshold-independent protein feature selection method through the area under receiver operating characteristic curve, Bioinformatics, ' Bioinformatics,.(SCI)
  • 張源俊*, 2005, 'Application of Sequential Interval Estimation to adaptive mastery testing, ' Psychometrika, Vol.70, No.4, pp.685 - 713.(SSCI, SCI)(*為通訊作者)
  • 張源俊, 2004, 'Building an Organ-Specific Carcinogenetic Database for SAR Analysis, ' J. Toxicol Environ Health, Part A, No.67, pp.1363-1389.(SCI)
  • 張源俊, 2004, 'Sequential estimation in variable length computerized adaptive testing, ' Journal of Statistical Planning and Inference, Vol.121, No.2, pp.249-264.(SCI)
  • 張源俊, 2004, 'Application of Sequential Probability Ratio Test to Computerized Criterion-Referenced Testing, ' Sequential Analysis, Vol.3, No.1, pp.45-61.
  • Lin, M-S*;Huang, S-Y;張源俊, 2004, 'Kernel-based discriminant techniques for educational placement., ' Journal of Educational and Behavioral Statistics, No.29, pp.219-241.(SSCI)(*為通訊作者)
  • 張源俊*, 2006, 'Estimate of ROC curve via kernel machine, ' Compstat 2006, ISI.(*為通訊作者)
  • 張源俊, 2005, ' Integrating Discrete Wavelet Transform and Neural Networks for Prostate Cancer Detection Using Proteomic Data, ' BIOINFO 2005, BEXCO.
  • 張源俊*, 2005, 'Boosting Algorithm that maximizes the area under ROC curve, ' Comptutatinal Statistics and Data Analysis Conference 2005, Statcomp.(*為通訊作者)
  • 張源俊, 2005, 'A Stochastic Approximation View of Boosting, ' Comptutatinal Statistics and Data Analysis Conference 2005, ISI.
  • 張源俊*, 2004, 'Sequential methods in some machine learning problems, ' Workshop on Sequential Analysis, Time Series and Related Topics, Academia Sinica.(*為通訊作者)
  • 張源俊*, 2004, 'Synergy of Logistic Regression and Support Vector Machine, ' Compstat 2004, Compstat 2004.(*為通訊作者)
  • 張源俊*;林松江, 2004, 'Synergy of Logistic Regression and Support Vector Machine In Multi-class Classification, ' ntelligent Data Engineering and Automated Learning-IDEAL 2004, 5th International Conference Proceeding, LNCS 3177, IEEE, pp.132 -- 141.(*為通訊作者)
  • 張源俊*, 2006, 'Sequential Estimation in Generalized Linear Measurement-Error Models, '.(*為通訊作者)
  • 張源俊*, 2006, 'Asymptotic Properties of Least Square Estimates of Constrained Linear Regression Models, '.(*為通訊作者)
  • 張源俊*, 2006, 'Maximum Quasi-likelihood Estimate in Generalized Linear Models with Measurement Errors in Fixed and Adaptive Designs, '.(*為通訊作者)
  • 張源俊*, 2006, ' Data Visualization via Kernel Machines, ' Handbook of Computational Statistics (Volumn III)- Data Visualization, Springer-Valag.(*為通訊作者)
  • 張源俊, 2004, 'Sequential Approaches to Data Mining, ' Sequential Methodologies, Marcel Dekker Inc.

研究計畫

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