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分类:导师信息 来源:中国考研网 2015-09-01 相关院校:北京工业大学
一、个人简介
薛留根,男,1995年破格晋升为教授,2001年被批准为博士生导师,现任概率统计学科部主任。主要社会兼职有:中国数学会概率统计学会常务理事,中国现场统计研究会理事,中国现场统计研究会生存分析分会副理事长,环境与资源分会常务理事,国际一般系统论研究会中国概率统计学会常务理事等。主持完成和在研的国家和省部级科研项目10多项,其中连续3次获国家自然科学基金面上项目的资助。出版著作6部,其中一部专著获全国统计科学研究优秀成果(专著类)一等奖。在国内外学术期刊上发表论文160余篇,其中5篇论文发表在统计类国际顶级期刊《Journal of the American Statistical Association》、《Journal of the Royal Statistical Society,Series B》、《The Annals of Statistics》、《Biometrika》上,2篇论文属高被引论文。获省部级科技一等奖和二等奖3项。曾先后10多次赴香港大学、香港理工大学、香港浸会大学和新加坡南洋理工大学访问。多次参加国际学术会议并在大会上作学术报告。1999年入选北京市优秀人才工程。已招收研究生51人,其中博士研究生16人,硕士研究生35人;有9人获博士学位,28人获硕士学位。指导的研究生中1人获全国优秀博士学位论文提名奖,1人获北京市优秀博士学位论文,1人获全国统计科学研究优秀成果博士学位论文二等奖,5人获校优秀博士和硕士学位论文。培养的研究生中11人晋升为高级职称,其中包括5名教授。
二、研究方向
非参数统计与数据分析。研究内容涉及:半参数模型及其在计量经济学中的应用;生存分析及其在生物医学中的应用;大范围数据分析及其在金融工程中的应用;经验似然等。
三、科研成果
(一)著作
1.Xue Liugen and Zhu Lixing. Empirical Likelihood in Nonparametric and Semiparametric Models (in English). Beijing: Science Press, 2010. 出版年: 2010年6月。
2.薛留根.现代统计模型.北京:科学出版社,2012.出版年:2012年6月。
3.薛留根.应用非参数统计.北京:科学出版社,2013.出版年:2013年7月。
4.薛留根.概率统计问题与思考.北京:科学出版社,2011.出版年:2011年4月。
5.王启华等.现代统计研究基础.北京:科学出版社,2010.出版年:2010年4月。
6.薛留根.概率论解题方法与技巧.北京:国防工业出版社,1996.出版年:1996年1月。
(二)论文
[1]Xue Liugen and Zhu Lixing. Empirical likelihood for a varying coefficient model with longitudinal data. Journal of the American Statistical Association, 2007, 102(478): 642-654. (SCI, IDS Number: 173FP). Impact Factor: 2.322.
[2]Stute W., Xue Liugen and Zhu Lixing. Empirical likelihood inference in nonlinear error in covariables models with validation data. Journal of the American Statistical Association, 2007, 102(477): 332-346. (SCI, IDS Number:138KH). Impact Factor: 2.322.
[3]Zhu Lixing and Xue Liugen. Empirical likelihood confidence regions in a partially linear single-index model. Journal of the Royal Statistical Society,Series B-Statistical Methodology, 2006,68(3): 549-570. (SCI, IDS Number:043JL). Impact Factor: 3.473.
[4]Wang Jane-Ling, Xue Liugen, Zhu Lixing and Chong Yun Sam. Estimation for a partial-linear single-index model. The Annals of Statistics, 2010, 38(1): 246-272. Impact Factor: 3.185.
[5]Xue Liugen and Zhu Lixing. Empirical likelihood semiparametric regression analysis for longitudinal data. Biometrika, 2007, 94(4):921-937. (SCI, IDS Number: 244KQ). Impact Factor: 1.933.
[6]Xue Liugen. Empirical likelihood confidence intervals for response mean with data missing at random. Scandinavian Journal of Statistics, 2009. 36: 671-685. (SCI, IDS Number: 510CS). Impact Factor: 1.022.
[7]Xue Liugen. Empirical likelihood local polynomial regression analysis of clustered data. Scandinavian Journal of Statistics, 2010, 37(4): 644–663. (SCI, IDS号: ). Impact Factor: 1.022.
[8]Xue Liugen and Wang Qihua. Empirical likelihood for single-index varying-coefficient models. Bernoulli, 2012, 18(3): 836-856. (SCI, IDS号: 974OR). Impact Factor: 1.050.
[9]Xue Liugen and Pamg Zhen. Statistical inference for a single-index varying-coefficient model. Statistics and Computing, 2013, 23: 589–599. (SCI, IDS号: 197UM). Impact Factor: 1.429.
[10]Xue Liugen. Estimation and empirical likelihood for single-index models with missing data in the covariates. Computational Statistics and Data Analysis, 2013, 60: 82–97. (SCI, IDS 号: 225NA).
[11]Xue Liugen and Zhu Lixing. Empirical likelihood for single-index models. Journal of Multivariate Analysis, 2006, 97(6): 1295-1312. (SCI, IDS Number: 051JY). Impact Factor: 1.017.
[12]Xue Liugen. Empirical likelihood for linear models with missing responses. Journal of Multivariate Analysis, 2009, 100: 1353-1366. (SCI, IDS Number: 441YE). Impact Factor: 1.017.
[13]Xue Liugen and Zhu Lixing. Empirical likelihood in some nonparametric and semi- parametric models.Statistics and Its Interface, 2012, 5(3): 367–378. (SCI, IDS号: 008PQ).
[14]Wang Qihua and Xue Liugen. Statistical inference partially-varying-coefficient single-index model. Journal of Multivariate Analysis,2011, 102(1): 1–19. (SCI, IDS号: 672DW).
[15]Pang Zhen and Xue Liugen. Estimation for single-index models with random effects. Computational Statistics and Data Analysis, 2012, 56(6): 1837–1853. (SCI, IDS号: 915NC).
[16]Xue Liugen and Zhu Lixing. Empirical likelihood confidence regions of the parameters in a partially linear single-index model. Science in China, Ser. A (English Version), 2005, 48(10): 1333-1348. (SCI, IDS Number: 985GN), (EI, Accession number: 05459460552). Impact Factor: 0.408.
[17]Xue Liugen and Zhu Lixing. Empirical likelihood-based inference in a partially linear model for longitudinal data. Science in China, Series A (English Version),2008, 51(2): 115-130. (SCI, IDS Number: 246GR).
[18]Xue, Liugen and Liu Qiang. Bootstrap approximation of wavelet estimates in a semiparametric regression model. Acta Mathematica Sinica (English Version), 2010, 26(4): 763-778. (SCI, IDS号: 554SQ).
[19]Xue Liugen and Zhu Lixing. L1-norm estimation and random weighting method in a semiparametric model. Acta Mathematicae Applicatae Sinica (English Version), 2005, 21(2): 295-302.
[20]Xue Liugen. Approximation rates of the error distribution of wavelet estimators of a density function under censorship. Journal of Statistical Planning and Inference. 2004, 118(1-2):167-183. (SCI, IDS Number: 739ZM), (EI, Accession number: 7911514).
[21]Zhao Peixin and Xue Liugen. Variable selection for semiparametric varying coefficient partially linear errors-in-variables models. Journal of Multivariate Analysis,2010, 101(8): 1872-1883. (SCI, IDS 号: 606GN). Impact Factor: 1.017.
[22]Chang Ziqing, Xue Liugen and Zhu Lixing. On an asymptotically more efficient estimation of the single-index Model. Journal of Multivariate Analysis,2010, 101(8): 1898-1901. (SCI, IDS 号: 606GN).
[23]Li Gaorong, Zhu Lixing, Xue Liugen and Feng Sanying. Empirical likelihood inference in partially linear single-index models for longitudinal data. Journal of Multivariate Analysis,2010, 101(3): 718-732. (SCI).
[24]Zhao Peixin and Xue Liugen. Variable selection for varying coefficient models with measurement errors.Metrika, 2011, 74:241–245. (SCI, IDS 号: 796CE) .
[25]Zhao Peixin, Xue Liugen. Variable selection in semiparametric regression analysis for longitudinal data.Annals of the Institute of Statistical Mathematics, 2012, 64(1): 213–231.
[26]Zhao Peixin and Xue Liugen. Variable selection for semiparametric varying coefficient partially linear models. Statistics and Probability Letters, 2009, 79(20): 2148-2157. (SCI, IDS号: 528DR).
[27]Yang Yiping, Xue Liugen and Cheng Weihu. Empirical likelihood for a partially linear model with covariate data missing at random. Journal of Statistical Planning and Inference, 2009, 139(12): 4143-4153. (SCI, ID号: 500PQ) .
(三)奖励
1.薛留根,非参数和半参数模型中的经验似然,第十一届全国统计科学研究优秀成果奖(专著奖),一等奖,2013年1月。
2.赵培信,薛留根,复杂数据下半参数变系数部分线性模型的统计推断,第十一届全国统计科学研究优秀成果奖(课题论文奖)二等奖,2013年1月。
3.薛留根,2012年获全国百篇优秀博士学位论文提名指导教师。
4.薛留根,2011年获北京市优秀博士学位论文指导教师。
5.薛留根,2013年获第十一届全国统计科学研究优秀成果奖(博士论文奖)二等奖指导教师。
四、联系方式
地址:北京市朝阳区平乐园100号
电话:010-67392179-205
E-mail:lgxue@bjut.edu.cn
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