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基本資料

王婉倫 老師
王婉倫 老師的基本資料
教師姓名
王婉倫
職稱
教授
e-mail
wlunwangatfcu.edu.tw
分機號碼
#4407

專長

專長
專長
1 長期資料分析Longitudinal Data Analysis
2 貝氏統計Bayesian Statistics
3 多變量分析Multivariate Analysis
4 可靠度分析Reliability Analysis

學歷

學歷
畢業學校
主修學門系所
學位
時間(起)
時間(迄)
1 國立中央大學 統計研究所 博士 2007-09 2010-06

校內經歷

校內經歷
服務系所
職稱
時間(起)
時間(迄)
1 統計學系 教授 2016-08 迄今
2 統計學系 副教授 2013-08 2016-07
3 統計學系 助理教授 2010-08 2013-07
4 智慧運輸與物流創新中心 顧問 2017-08 2018-07
5 校務研究中心 主任 2016-08 2018-07
6 校務研究辦公室(籌備) 執行長 2016-08 2018-07
7 教學分析組 組長 2014-03 2016-07

發表期刊論文

發表期刊論文
1 Castro, L.M.*, Wang, W.L., Lachos, V.H., Carvalho, V.I. and Bayes, C.L., "Bayesian semiparametric modeling for HIV longitudinal data with censoring and skewness," Accepted by Statistical Methods in Medical Research, DOI: 10.1177/0962280218760360, 2018-04. (SCI)
2 Wang, W.L., Castro, L.M., Chang, Y.T. and Lin, T.I.*, "Mixtures of restricted skew-t factor analyzers with common factor loadings," Accepted by Advances in Data Analysis and Classification, DOI: 10.1007/s11634-018-0317-2, 2018-03. (SCI)
3 Wang, W.L.* and Castro, L.M., "Bayesian inference on multivariate-t nonlinear mixed-effects models for multiple longitudinal data with missing values," Statistics and Its Interface, 11(2), PP. 251~264, 2018-03. (SCI)
4 Lin, T.I.*, Wang, W.L., McLachlan, G.J. and Lee, S.X., "Robust mixtures of factor analysis models using the restricted multivariate skew-t distribution," Statistical Modelling, 18(1), PP. 50~72, 2018-02. (SCI)
5 Wang, W.L., Liu, M. and Lin, T.I.*, "Robust skew-t factor analysis models for handling missing data," Statistical Methods and Applications, 26(4), PP. 649~672, 2017-11. (SCI)
6 Lin, T.I. and Wang, W.L.*, "Multivariate-t nonlinear mixed models with application to censored multi-outcome AIDS studies," Biostatistics, 18(4), PP. 666~681, 2017-10. (SCI)
7 Wang, W.L., Castro, L.M. and Lin, T.I.*, "Automated learning of t factor analysis models with complete and incomplete data," Journal of Multivariate Analysis, 161, PP. 157~171, 2017-09. (SCI)
8 Wang, W.L.*, "Mixture of multivariate-t linear mixed models for multi-outcome longitudinal data with heterogeneity," Statistica Sinica, 27, PP. 733~760, 2017-04. (SCI)
9 Wang, W.L. and Lin, T.I.*, "Flexible clustering via extended mixtures of common t-factor analyzers," AStA Advances in Statistical Analysis, DOI:10.1007/s10182-016-0281-0 AAA, 2016-11. (SCI)
10 Wang, W.L.* and Lin, T.I., "Maximum likelihood inference for the multivariate t mixture model," Journal of Multivariate Analysis, 149, PP. 54-64, 2016-07. (SCI)
11 Wang, W.L.* and Lin, T.I., "Bayesian analysis of multivariate t linear mixed models with missing responses at random," Journal of Statistical Computation and Simulation, 85/17, PP. 3594~3612, 2015-12. (SCI)
12 Wang, W.L. and Lin, T.I.*, "Robust model-based clustering via mixtures of skew-t distributions with missing information," Advances in Data Analysis and Classification, 9, PP. 423~445, 2015-12. (SCI)
13 Wang, W.L.*, Lin, T.I. and Lachos, V.H, "Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails," Statistical Methods in Medical Research, DOI: 10.1177/0962280, 2015-12. (SCI)
14 Wang, W.L.*, "Approximate methods for maximum likelihood estimation of multivariate nonlinear mixed-effects models," Entropy, 17, PP. 5353~5381, 2015-07. (SCI)
15 Wang, W.L.*, "Mixtures of common t-factor analyzers for modeling high-dimensional data with missing values," Computational Statistics and Data Analysis, 83, PP. 223~235, 2015-03. (SCI)
16 Wang, W.L.* and Lin, T.I., "Multivariate t nonlinear mixed-effects models for multi-outcome longitudinal data with missing values," Statistics in Medicine, 33/17, PP.3029~3046, 2014-07. (SCI)
17 Wang, W.L.*, "Multivariate t linear mixed models for irregularly observed multiple repeated measures with missing outcomes," Biometrical Journal, 55/4, PP. 554~571, 2013-07. (SCI)
18 王婉倫*, 徐偉舜, "混合共同因子分析模型之貝氏推論," 智慧科技與應用統計學報, 11/1, PP. 1~24, 2013-06.
19 Lin, T.I. and Wang, W.L.*, "Multivariate skew-normal linear mixed models for multi-outcome longitudinal data," Statistical Modelling, 13/3, PP. 199~221, 2013-06. (SCI)
20 Wang, W.L.*, "Mixtures of common factor analyzers for high-dimensional data with missing information," Journal of Multivariate Analysis, 117, PP. 120~133, 2013-05. (SCI)
21 Wang, W.L. and Lin, T.I.*, "An efficient ECM algorithm for maximum likelihood estimation in mixtures of t-factor analyzers," Computational Statistics, 28/2, PP. 751~769, 2013-04. (SCI)
22 Wang, W.L.* and Fan, T.H., "Bayesian analysis of multivariate t linear mixed models using a combination of IBF and Gibbs samplers," Journal of Multivariate Analysis, 105/1, PP. 300~310, 2012-02. (SCI)
23 Ho, H.J., Lin, T.I., Chen, H.Y. and Wang, W.L.*, "Some results on the truncated multivariate t distribution," Journal of Statistical Planning and Inference, 142/1, PP. 25~40, 2012-01. (SCI)
24 Wang, W.L.* and Fan, T.H., "Estimation in multivariate t linear mixed models for multiple longitudinal data," Statistica Sinica, 21/4, PP. 1857~1880, 2011-10. (SCI)
25 Fan, T.H. and Wang, W.L.*, "Accelerated life tests for Weibull series systems with masked data," IEEE TRANSACTIONS ON RELIABILITY, 60/3, PP. 557~569, 2011-09. (SCI)
26 Lin, T.I.* and Wang, W.L., "Bayesian inference in joint modelling of location and scale parameters of the t distribution for longitudinal data," Journal of Statistical Planning and Inference, 141/4, PP. 1543~1553, 2011-04. (SCI)
27 Wang, W.L.* and Fan, T.H., "ECM-based maximum likelihood inference for multivariate linear mixed models with autoregressive errors," Computational Statistics and Data Analysis, 54/5, PP. 1328~1341, 2010-05. (SCI)
28 Fan, T.H.*, Wang, W.L. and Balakrishnan, N., "Exponential progressive step-stress life-testing with link function based on Box-Cox transformation," Journal of Statistical Planning and Inference, 138/8, PP. 2340~2354, 2008-05. (SCI)

會議論文

會議論文
1 Wang, W.L.*, "Approximate methods for maximum likelihood estimation of multivariate nonlinear mixed-effects models," The 60th World Statistics Congress – ISI2015 , 2015-07. Rio de Janeiro, Brazil.
2 Wang, W.L.* and Fan, T.H., "Bayesian inference in multivariate t linear mixed models using the IBF-Gibbs sampler," Joint Statistical Meetings 2011 , 523-535 , 2011-07. Miami, Florida, USA.
3 Wang, W.L.* and Fan, T.H., "Multivariate t linear mixed models with AR(p) errors for multiple longitudinal data," Joint Statistical Meetings 2010 , 649-663 , 2010-08. Vancouver, BC, Canada.
4 Wang, W.L.* and Fan, T.H., "Test and prediction in multivariate linear mixed models for multiple longitudinal data," Joint Statistical Meetings 2009 , 546-559 , 2009-08. Washington, D.C., USA.
5 Fan, T.H.* and Wang, W.L., "Bayesian inference for progressive step-stress life-testing with the Box-Cox transformation," ISI 2007 , 2007-08. Lisbon, Portugal.

科技部計畫

科技部計畫
計畫名稱
計畫日期(起)
計畫日期(迄)
計畫編號
擔任工作
1 具設限及遺失反應值之多變量長期追蹤資料分析(1/3) 2018-08 2019-07 MOST107-2628-M-035-001-MY3 主持人
2 混合式多變量T混合效應模型對於具異質性之多元縱貫性研究(2/2) 2017-08 2018-07 MOST105-2118-M-035-004-MY2 主持人
3 由巨量資料分析探討台灣高齡化下的社會參與 2017-07 2018-02 106-2813-C-035-002-M 主持人
4 混合式多變量T混合效應模型對於具異質性之多元縱貫性研究(1/2) 2016-08 2017-07 MOST105-2118-M-035-004-MY2 主持人
5 由巨量資料探討各國觀光產業發展之研究 2016-07 2017-02 105-2815-C-035-014-M 主持人
6 多變量T非線性混合效應模型對於具多元反應的長期追蹤資料分析(2/2) 2015-08 2016-07 MOST103-2118-M-035-001-MY2 主持人
7 多變量T非線性混合效應模型對於具多元反應的長期追蹤資料分析(1/2) 2014-08 2015-07 MOST103-2118-M-035-001-MY2 主持人
8 混合迴歸模型及其應用研究 2014-07 2015-02 103-2815-C-035-001-M 主持人
9 多變量混合模型對具遺失值的多元長期追蹤資料之研究(2/2) 2013-08 2014-07 NSC101-2118-M-035-003-MY2 主持人
10 多變量混合模型對具遺失值的多元長期追蹤資料之研究(1/2) 2012-08 2013-07 NSC101-2118-M-035-003-MY2 主持人
11 具共同因子負荷量之混合t因子分析器對高維度資料的研究 2011-08 2012-09 NSC100-2118-M-035-002- 主持人
12 IBF-Gibbs演算法對於多變量t線性混合模型之貝氏分析 2010-09 2011-07 NSC99-2118-M-035-004- 主持人

獎勵及指導學生獲獎

獎勵及指導學生獲獎
年度
獲獎名稱
授獎單位
獲獎日期
備註
1 106 中國統計學社論文獎 中國統計學社 2017-12-01 指導碩士生黃彥菱同學榮獲106年中國統計學社論文獎(佳作獎)
2 106 中國統計學社論文獎 中國統計學社 2017-12-01 指導碩士生黃筠庭同學榮獲106年中國統計學社論文獎(佳作獎)
3 106 106學年度教學傑出獎 逢甲大學 2017-11-15
4 106 逢甲大學論文著作獎勵傑出獎 逢甲大學 2017-11-15 Maximum likelihood inference for the multivariate t mixture model
5 106 逢甲大學論文著作獎勵傑出獎 逢甲大學 2017-11-15 Flexible clustering via extended mixtures of common t-factor analyzers
6 106 106年度科技部獎勵特殊優秀人才 產學合作處 2017-08-01
7 105 逢甲大學論文著作獎勵優良獎 逢甲大學 2016-11-15 Bayesian analysis of multivariate t linear mixed models with missing responses at random
8 105 逢甲大學論文著作獎勵傑出獎 逢甲大學 2016-11-15 Robust model-based clustering via mixtures of skew-t distributions with missing information
9 105 逢甲大學論文著作獎勵傑出獎 逢甲大學 2016-11-15 Mixtures of common t-factor analyzers for modeling high-dimensional data with missing values
10 105 逢甲大學論文著作獎勵傑出獎 逢甲大學 2016-11-15 Approximate methods for maximum likelihood estimation of multivariate nonlinear mixed-effects models
11 105 逢甲大學論文著作獎勵傑出獎 逢甲大學 2016-11-15 Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails
12 105 105年度科技部獎勵特殊優秀人才 產學合作處 2016-08-01
13 104 指導統計學應用競賽 銀獎 逢甲大學商學院/金融學院 2016-06-03 指導學生參加104學年度商學院/金融學院統籌課程「統計學學用合一應用競賽」
14 104 逢甲大學論文著作獎勵傑出獎 逢甲大學 2015-11-15 Multivariate t nonlinear mixed-effects models for multi-outcome longitudinal data with missing values
15 104 104年度科技部獎勵特殊優秀人才 產學合作處 2015-08-01
16 103 指導統計學應用競賽 金獎 逢甲大學商學院/金融學院 2015-06-05 指導學生參加103學年度商學院/金融學院統籌課程「統計學學用合一應用競賽」
17 103 指導統計學應用競賽 佳作 逢甲大學商學院/金融學院 2015-06-05 指導學生參加103學年度商學院/金融學院統籌課程「統計學學用合一應用競賽」,3隊獲獎
18 103 逢甲大學論文著作獎勵傑出獎 逢甲大學 2014-11-15 Multivariate skew-normal linear mixed models for multi-outcome longitudinal data
19 103 逢甲大學論文著作獎勵傑出獎 逢甲大學 2014-11-15 Mixtures of common factor analyzers for high-dimensional data with missing information
20 103 逢甲大學論文著作獎勵優良獎 逢甲大學 2014-11-15 An efficient ECM algorithm for maximum likelihood estimation in mixtures of t-factor analyzers
21 103 逢甲大學論文著作獎勵傑出獎 逢甲大學 2014-11-15 Multivariate t linear mixed models for irregularly observed multiple repeated measures with missing outcomes
22 103 103年度科技部獎勵特殊優秀人才 研究發展處 2014-08-01
23 102 指導統計學應用競賽 佳作 逢甲大學商學院/金融學院 2014-05-30 指導學生參加102學年度商學院/金融學院統籌課程「統計學學用合一應用競賽」,2隊獲獎
24 102 逢甲大學論文著作獎勵優良獎 逢甲大學 2013-11-15 Some results on the truncated multivariate t distribution
25 102 逢甲大學論文著作獎勵傑出獎 逢甲大學 2013-11-15 Bayesian analysis of multivariate t linear mixed models using a combination of IBF and Gibbs samplers
26 102 中國統計學社論文獎 中國統計學社 2013-11-08 指導碩士生徐偉舜同學榮獲102年中國統計學社論文獎(佳作獎)
27 101 逢甲大學論文著作獎勵傑出獎 逢甲大學 2012-11-15 Accelerated life tests for Weibull series systems with masked data
28 101 逢甲大學論文著作獎勵傑出獎 逢甲大學 2012-11-15 Estimation in multivariate t linear mixed models for multiple longitudinal data
29 101 逢甲大學論文著作獎勵優良獎 逢甲大學 2012-11-15 Bayesian inference in joint modelling of location and scale parameters of the t distribution for longitudinal data

校內外演講

校內外演講
演講題目
邀請單位
演講日期
1 Multivariate-t linear mixed models for multiple repeated measures with censored data CFE-CMStatistics 2017 (英國倫敦大學) 2017-12-16
2 Mixtures of common t-factor analyzers for high-dimensional data with missing information IFCS 2017 東京 (東海大學) 2017-08-08
3 Multivariate-t linear mixed models for multiple longitudinal data with censorship and fat-tailed behavior EcoSta2017香港科技大學 2017-06-17
4 Analysis of incomplete high-dimensional data via mixtures of common t-factor analyzers CFE-CMStatistics 2016(塞維亞大學) 2016-12-09
5 Approximate maximum likelihood approaches for multivariate nonlinear mixed-effects models 第十屆海峽兩岸統計與概率研討會(四川成都) 2016-08-12
6 Approximate methods for maximum likelihood estimation of multivariate nonlinear mixed-effects models WSC-ISI2015 2015-07-31
7 Mixtures of common factor analyzers for high-dimensional data with missing values 國際線性代數協會(海南師範大學) 2015-05-25
8 Analysis of incomplete high-dimensional data using mixtures of common factor analyzers 東海大學 統計學系 2015-04-14
9 Some new tools for mixtures of common t-factor analyzers with its application MBC2 卡塔尼亞大學 2014-09-05
10 Estimation in multivariate t nonlinear mixed-effects models with missing outcomes LinStat2014 林雪坪大學 2014-08-25
11 Mixtures of common factor analyzers for clustering of incomplete high-dimensional data 103年國際統計學術研討會-國立交通大學統計 2014-08-01
12 Analysis of incomplete high-dimensional data via mixtures of common factor analyzers IMS-APRM 2014 2014-07-01
13 Computational strategies for mixtures of common t-factor analyzers 2014第九屆海峽兩岸機率與統計學術研討會 2014-05-18
14 Maximum likelihood inference for mixtures of common factor analyzers with missing information ERCIM2013 倫敦大學 2013-12-14
15 Multivariate t linear mixed models for multiple repeated measures with missing outcomes 29th European Meeting of Stati 2013-07-24
16 Maximum likelihood inference for multivariate t linear mixed models with missing outcomes 2013海峽兩岸應用統計學術研討會 2013-05-18
17 Estimation and prediction in multivariate t linear mixed models with ignorable missing outcomes 101年統計學術研討會(淡江統計) 2012-12-08
18 An efficient Bayesian sampling method for multivariate t linear mixed models 2012海峽兩岸應用統計學術研討會 2012-07-21
19 Accelerated life tests for Weibull series systems with masked data ICAPS 2011香港中文大學 2011-12-30
20 Reliability analysis of series systems with masking and censoring in step-stress life tests 2011海峽兩岸應用統計學術研討會 2011-05-15
21 Bayesian inference in multivariate t linear mixed models using the IBF-Gibbs sampler 國立交通大學 統計研究所 2011-03-25
22 Bayesian analysis of multivariate t linear mixed models using the IBF-Gibbs sampler 2010國際統計學術研討會 2010-12-17
23 Multivariate t linear mixed models with autoregressive errors for multiple longitudinal data 中央研究院 2010-11-22

教材與作品

教材與作品
學年
出版單位
作品名稱
作者群
作品類別
1 104 逢甲大學商管教育創新中心 條件機率的生活應用 高秀蘭、王婉倫 PBL教案
2 104 逢甲大學商管教育創新中心 同學們零用錢與手機費是否相關? 高秀蘭、王婉倫 PBL教案
3 105 逢甲大學商管教育創新中心 同學的平均用餐費用? 高秀蘭、王婉倫、李仁佑 PBL教案