HUEY-MIIN HSUEH
Full-time
Job Title Professor and Dean of Student Affairs
Name HUEY-MIIN HSUEH
Office Tel No. 81138
Email hsueh@nccu.edu.tw
Research Expertise Biostatistics, Bioinformatics
Teaching Field Statistics
Year Paper Title
2017
2016 Hsueh, H. M., Tsai, C.-A*(*為通訊作者), Gene set analysis using sufficient dimension reduction, BMC Bioinformatics, Vol.17:74, pp.74.(SCI)
2014 Hsu*, M.-J., Chang, Y.-C. I. and Hsueh, H.-M. (2014), Biomarker Selection for Medical Diagnosis using the Partial Area under the ROC Curve, BMC Research Notes, 7:25
2013 Hsu, M.-J. and Hsueh, H. M.* (*為通訊作者), The linear combination of biomarkers which maximize the partial area under the ROC curves, Computational Statistics, 28, 647-666.(SCI)
2013 Liu, M.T. and Hsueh, H.M.* (*為通訊作者), Exact tests of the superiority under the Poisson distribution, Statistics and Probability Letters, 83, 1339-1345.(SCI)
2012 Hsueh, H. M., Zhou, D.-W. and Tsai, C.-A.*(*為通訊作者), Random Forests-Based Differential Analysis of Gene Sets for Gene Expression Data, Gene, 518, 179-186. (SCI)
2011 Chien, C.-Y., Chang, Y.-C. I. and Hsueh, H. M.* (*為通訊作者), Optimal Sampling in retrospective logistic regression via two-stage method, Biometrical Journal, 53, 5-18.(SCI)
2010 Liu, M. T. and Hsueh, H. M.* (*為通訊作者), Asymptotic and Exact Two-Sample Poisson Tests/Journal of the Chinese Statistical Association, Journal of the Chinese Statistical Association, 48, 85-107. (JEL, EconLit,以及CIS)
2010 Lin, W. J., Hsueh, H. M. and Chen, J. J.* (*為通訊作者), Power and Sample Size Estimation in Microarray Studies, BMC Bioinformatics, 11:48.(SCI)
2008 Hsueh, H. M., Kuo, H.C. and Tsai, C. A.(2008), Multispectra CWT-based Algorithm(MCWT) in Mass Spectra for Peak Extraction, Journal of Biopharmaceutical Statistics, 18, 869-882. (SCI)
2007 Chen, J. J., Hsueh, H. M. Delongchamp, R., Lin, C.-J. and Tsai, C.-A. (2007) , Reproducibility of microarray data: A further analysis of microarray quality control (MAQC) data, BMC Bioinformatics, 8, 412- (SCI)
2007 Hsueh, H. M., Tsai, C.-A. and Chen, J. J. (2007), Incorporating the number of true null hypotheses to improve power in multiple testing: Application to gene microarray data, Journal of Statistical Computation and Simulation, 77, 757-767. (SCI)
2006 Hsueh, H. M. and Tsai, C.-A. (2006), Controlling the false discovery rate for the SAM method, Journal of the Chinese Statistical Association, 44, 364-381
2004 Tsai, C. A., Hsueh, H. M. and Chen, J. J. (2004), A Generalized Additive Model for Microarray Gene Expression Data Analysis, Journal of Biopharmaceutical Statistics, 14, 553-573
2004 Chen, J. J., Delongchamp, R. R., Tsai, C. A., Hsueh, H. M., Sistare, F., Thompson, K. L., Desai, V. G. and Fuscoe, J. C. (2004) , Analysis of Variance Components in Gene Expression Data, Bioinformatics, 20, 1436-1446. (SCI)
2004 Liu, J.-P., Hsueh, H. M., and Hsiao, C.-F. (2004), A Bayesian Noninferiority Approach to Evaluation of Bridging Studies, Journal of Biopharmaceutical Statistics, 14, 291-300. (SCI)
2003 Chen, J. J., Hsueh, H. M. and Liu, J. P. (2003) , Simultaneous non-inferiority test of sensitivity and specificity for two diagnostic procedures in the presence of a gold standard, Biometrical Journal, 45, 47-60. (SCI)
2003 Tsai, C. A., Hsueh, H. M., and Chen, J. J. (2003), Estimation of False Discovery Rates in Multiple Testing: Application to Gene Microarray Data, Biometrics, 59, 1073-1083. (SCI)
2003 Hsueh, H. M., Chen, J. J. and Kodel, R. L. (2003), Comparison of methods for estimating the number of true null hypotheses in mulitplicity testing, Journal of Biopharmaceutical Statistics, 13, 675-689. (SCI)
2003 Cheng, K. F. and Hsueh, H. M. (2003), Estimation of a Logistic Regression Model with Mismeasured Observations, Statistica Sinica, 13. (SCI)
2002 Liu, J. P., Hsiao, C. F. and Hsueh, H. M. (2002), Bayesian Approach to Evaluation of Bridging Studies, Journal of Biopharmaceutical Statistics, 12, 401-408. (CIS)
2002 Liu, J. P., Hsueh, H. M. and Chen, J. J. (2002), Sample size requirements for evaluation of bridging evidence, Biometrical Journal, 44, 969-981. (SCI)
2002 Liu, J. P., Hsueh, H. M., Hsieh, E. and Chen, J. J. (2002), Tests for equivalence or non-inferiority for paired binary data, Statistics in Medicine, 21, 231-245. (SCI)
2001 Hsueh, H. M., Liu, J. P. and Chen, J. J. , Unconditional exact tests for equivalence or non-inferiority for paired binary endpoints, Biometrics, 57, 478-483. (SCI)
1999 Cheng, K. F. and Hsueh, H. M. (1999) , Correcting bias due to misclassification in the estimation of logistic regression models, Statistics & Probability Letters, 44, 229-240. (SCI)
1998 Cheng, K. F., Hsueh, H. M. and Chieh, T. H. (1998), Goodness of fit tests with misclassified data, Communication in Statistics, 27, 1329-1394. (SCI)
Year Paper Title
2014
2013 Biomarker Selections Using the pAUC, The 9th ICSA International Conference: Challenges of Statistical Methods for Interdisciplinary Research and Big Data, Hong Kong
2013 Identifying the differentially expressed genes with RNA-Seq data, The 59th World Statistics Congress, Poster Session, Hong Kong
2012 Biomarker Selection in Medical Diagnosis, The 21st Applied Statistics Symposium, International Chinese Statistical Association, Boston, USA
2012 The linear combination of biomarkers maximizing the pAUC, East Asia Regional Biometric Conference 2012, International Biometric Society Korean Region, Seoul, Korea
2011 Assessing the significance of a gene set, The 2011 Joint Statistical Meetings, American Statistician Association, Miami, USA
2009 Unconditional exact test for comparison of two Poisson means, The 2009 ASA Joint Statistical Meetings, Poster Session, Washington DC, USA
2008 Group Sequential Tests in Generalized Linear Models with mismeasured covariates, The 2008 IASC, Yokohama, Japan
2005 A pilot study on comparison of normalization methods for oligonucleotide arrays, The 2005 ICSA STATISTICAL SYMPOSIUM, Washington DC
2004 Maximum likelihood estimation for the number of true null hypotheses in a multiple testing problem, The 2004 ASA Joint Meetings, Toronto, Canada
2003 Maximum likelihood estimation for the number of true null hypotheses in a multiple testing problem, 中國統計學術研討會, 台北, 台灣
2002 Estimation of the number of true hypotheses in multiple testing : application to gene microarray data, MCP2002, The 3rd International Conference on Multiple Comparison Procedures, Bethesda, Maryland
2002 Estimation of the number of true hypotheses in multiple testing : application to gene microarray data, The 2002 Taipei International Statistical Symposium and Bernoulli Society EAPR Conference, Taipei, Taiwan
2001 Equivalence tests in the comparison of two survivals, 中國統計學術研討會, 台北, 台灣
2001 Non-inferiority Test of Sensitivity and Specificity for Paired Binary Endpoints, 第三屆海峽兩岸統計與機率學術研討會暨2001中華機率統計學會學術研討會及年會, 台北, 台灣
2000 Unconditional exact tests for equivalence with paired binary endpoint, 中國統計學術研討會, 台南, 台灣
2000 Unconditional exact tests for equivalence with paired binary endpoint, The 2000 ASA Joint Meetings, Indianapolis, USA
1999 Correcting bias due to misclassification in the estimation of logistic regression models, 中國統計學術研討會, 中壢, 台灣
1997 Goodness of fit tests with misclassified data, The IMS Asian and Pacific Regional Meeting, Taipei, Taiwan
Project Category Year Project Title Participartor Job Title Period Unit
MOST Projects 2018
MOST Projects 2017
MOST Projects 2016
MOST Projects 2015 充分維度縮減在基因集分析上的運用(MOST104-2118-M-004) 行政院科技部
MOST Projects 2014 運用核糖核酸測序實驗資料以偵測有差異表現量之基因(MOST103-2118-M-004) 行政院科技部
MOST Projects 2013 核糖核酸測序實驗資料的維度縮減在基因集分析的運用(NSC 102-2118-M-004-006-) 行政院國家科學委員會
MOST Projects 2012 接受者操作特徵曲線之部份線下面積之極大化(NSC 101-2118-M-004-004-) 行政院國家科學委員會
MOST Projects 2011 運用隨機森林分類方法在檢定基因集的顯著性(NSC100-2118-M-004-006) 行政院國家科學委員會
MOST Projects 2010 兩個卜瓦松分布的統計檢定方法(NSC99-2118-M-004-005) 行政院國家科學委員會
MOST Projects 2009 接受者操作特徵函數線下面積之無母數迴歸分析(NSC 98-2118-M-004 -004) 行政院國家科學委員會
MOST Projects 2008 基因體資料中的特徵選取(NSC96-2118-M-004-MY2) 行政院國家科學委員會
MOST Projects 2007 基因體資料中的特徵選取(NSC96-2118-M-004-MY2) 行政院國家科學委員會
MOST Projects 2006 蛋白質譜資料質量校正之模擬研究(NSC95-2118-M-004-004) 行政院國家科學委員會
MOST Projects 2005 蛋白質表現圖譜資料之統計分析(NSC94-2118-M-004-004) 行政院國家科學委員會
MOST Projects 2004 多重檢定問題中真實虛無假設個數的最大概似估計量(NSC93-2118-M-004-003) 行政院國家科學委員會
MOST Projects 2003 多重檢定問題中真實虛無假設個數的估計方法之研究(NSC92-2118-M-004-002) 行政院國家科學委員會
MOST Projects 2002 二存活函數之對等性檢定(NSC91-2118-M-004-002) 行政院國家科學委員會
Country School Name Department Degree
Taiwan National Central University Department of Statistics Ph.D.
Experience Category Organization Title Department Job Title Duration
Part Time 2018.08 ~ 2019.07
Part Time 2018.08 ~ 2019.07
2018.08 ~ 2019.07
2018.08 ~ 2019.07
Part Time 2018.08 ~ 2019.07
Part Time 2016.08 ~ 2018.07
Part Time 2016.08 ~ 2018.07
Part Time 2016.08 ~ 2018.07
Part Time 國立政治大學 統計學系 課程委員會委員 2015.01 ~ 2015.12
Part Time 國立政治大學 統計學系 財務委員會委員 2014.01 ~ 2014.12
Part Time 國立政治大學 統計學系 學生事務委員會委員 2014.01 ~ 2014.12
國立政治大學 商學院 院務會議代表及學術委員會委員 2013.01 ~ 2013.12
國立政治大學 商學院 科技事務工作委員會委員 2012.01 ~ 2012.12
Part Time 國立政治大學 統計學系 學術委員會委員 2011.01 ~ 2011.12
Part Time 國立政治大學 統計學系 學生事務委員會委員 2010.01 ~ 2010.12
國立政治大學 商學院 院務會議代表 2008.01 ~ 2008.12
國立政治大學 商學院 教學委員會委員 2008.01 ~ 2008.12
Part Time 國立政治大學 統計學系 學士班導師 2006.09 ~ 2015.06
Part Time 國立政治大學 統計學系 課程委員會委員 2006.01 ~ 2009.12
國立政治大學 商學院 國際事務委員會委員 2006.01 ~ 2007.12
Part Time 國立政治大學 統計學系 學生事務委員會委員 2005.01 ~ 2005.12
Part Time 國立政治大學 統計學系 碩、博士班導師 2004.09 ~ 2005.06
Part Time 國立政治大學 統計學系 設備採購委員會委員 2004.01 ~ 2004.12
Part Time 國立政治大學 統計學系 財務委員會委員 2004.01 ~ 2004.12
國立政治大學 商學院 統計推廣研究中心主任 2004.01 ~ 2005.12
Part Time 國立政治大學 統計學系 學術委員會委員 2003.01 ~ 2003.12
Part Time 國立政治大學 統計學系 學士班導師 2002.09 ~ 2003.06
國立政治大學 商學院 院務會議代表 2002.01 ~ 2002.12
國立政治大學 商學院 學術委員會委員 2002.01 ~ 2002.12
Part Time 國立政治大學 統計學系 獎學金委員會委員 2002.01 ~ 2002.12
Part Time 國立政治大學 統計學系 學術委員會委員 2001.01 ~ 2001.12
Honor Category Year Award Name Awarding Unit
Inside School 2013 102學年度商學院教學優良教師 國立政治大學商學院