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JING, Bing-Yi
荊炳義
(PhD Sydney)
Phone: (852) 2358 7458Email: majing@ust.hk
Office: Room 3437
Home Page
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Professor
Research Interests
Probability and statistics; financial mathematics econometrics; bioinformaticsAwards & Honors
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Fellow of the American Statistical Association
(2018)
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Second Class, 2015 Higher Education Outstanding Scientific Research Output Awards (Natural Science)
(2015)
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Second Class, 2015 State Natural Science Award
(2015)
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Second Class, State Natural Science Award
(2010)
Selected Publications
Article
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Crawling subsampling for multivariate spatial autoregression model in large-scale networks
- Author(s): Hu, Wei; Huang, Danyang; Jing, Bingyi; Zhang, Bo
- Source: Electronic Journal of Statistics, v. 15, (2), 2021, p. 3678-3707
- Year: 2021
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Collaborative Filtering With Awareness of Social Networks
- Author(s): Yu, Xianshi; Li, Ting; Ying, Ningchen; Jing, Bing-yi
- Source: Journal of Business and Economic Statistics, 2021, p. 1-13
- Year: 2021
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Clustering based on Kolmogorov–Smirnov statistic with application to bank card transaction data
- Author(s): Zhu, Yingqiu; Deng, Qiong; Huang, Danyang; Jing, Bing-yi; Zhang, Bo
- Source: Journal of the Royal Statistical Society. Series C: Applied Statistics, v. 70, (3), June 2021, p. 558-578
- Year: 2021
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Fused-MCP With Application to Signal Processing
- Author(s): Jing, Bing-yi ; Yang, Guangren; Yu, Xianshi ; Zhang, Cunhui
- Source: Journal of Computational and Graphical Statistics, v. 27, (4), 2018, p. 872-886
- Year: 2018
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On Estimation of Hurst Parameter Under Noisy Observations
- Author(s): Liu, Guangying; Jing, Bing-yi
- Source: Journal of Business and Economic Statistics. , v. 36, (3), July 2018, p. 483-492
- Year: 2018
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Estimating the Integrated Volatility Using High-frequency Data With Zero Durations
- Author(s): Liu, Zhi; Kong, Xinbing; Jing, Bing-yi
- Source: Journal of Econometrics. , v. 204, (1), May 2018, p. 18-32
- Year: 2018
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Nonparametric Regression with Nearly Integrated Regressors Under Long-Run Dependence
- Author(s): Cai, Zongwu; Jing, Bing Yi; Kong, Xinbing; Liu, Zhi
- Source: Econometrics Journal. , v. 20, (1), February 2017, p. 118-138
- Year: 2017
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Estimating Volatility Functionals With Multiple Transactions
- Author(s): Jing, Bing Yi; Liu, Zhi; Kong, Xinbing
- Source: Econometric Theory. , v. 33, (2), April 2017, p. 331-365
- Year: 2017
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Transforming the Empirical Likelihood towards better accuracy
- Author(s): Jing, Bing-Yi; Tsao, Min; Zhou, Wang
- Source: Canadian Journal of Statistics-revue Canadienne De Statistique. , v. 45, (3), September 2017, p. 340-352
- Year: 2017
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On SURE-Type Double Shrinkage Estimation
- Author(s): Jing, Bing-Yi; Li, Zhouping; Pan, Guangming; Zhou, Wang
- Source: Journal of the American Statistical Association. , v. 111, (516), October 2016, p. 1696-1704
- Year: 2016
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Spline-Lasso in High-Dimensional Linear Regression
- Author(s): Guo, Jianhua; Hu, Jianchang; Jing, Bing Yi; Zhang, Zhen
- Source: Journal of the American Statistical Association. , v. 111, (513), May 2016, p. 288-297
- Year: 2016
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Feature subset selection using naive Bayes for text classification
- Author(s): Feng, Guozhong; Guo, Jianhua; Jing, Bingyi; Sun, Tieli
- Source: Pattern Recognition Letters. , v. 65, August 2015, article number 6297, p. 109-115
- Year: 2015
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Likelihood Ratio Test for Multi-Sample Mixture Model and Its Application to Genetic Imprinting
- Author(s): Li, Shaoting; Chen, Jiahua; Guo, Jianhua; Jing, Bing Yi; Tsang, Shui Ying; Xue, Hong
- Source: Journal of the American Statistical Association. , v. 110, (510), April 2015, p. 867-877
- Year: 2015
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Testing for pure-jump processes for high-frequency data
- Author(s): Kong, Xin-Bing; Liu, Zhi; Jing, Bing Yi
- Source: Annals of Statistics. , v. 43, (2), April 2015, p. 847-877
- Year: 2015
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Regularized maximum correntropy machine
- Author(s): Wang, Jim Jing-Yan; Wang, Yunji; Jing, Bing-Yi; Gao, Xin
- Source: Neurocomputing. , v. 160, July 2015, p. 85-92
- Year: 2015
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An automated framework for NMR resonance assignment through simultaneous slice picking and spin system forming
- Author(s): Abbas, Ahmed; Guo, Xianrong; Jing, Bing-Yi; Gao, Xin
- Source: Journal of Biomolecular NMR. , v. 59, (2), 2014, p. 75-86
- Year: 2014
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On the Estimation of Integrated Volatility With Jumps and Microstructure Noise
- Author(s): Jing, Bing-Yi; Liu, Zhi; Kong, Xin-Bing
- Source: Journal of Business and Economic Statistics. , v. 32, (3), July 2014, p. 457-467
- Year: 2014
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On integrated volatility of Itô semimartingales when sampling times are endogenous
- Author(s): Li, C.X.; Chen, J.Y.; Liu, Z.; Jing, Bing-Yi
- Source: Communications in Statistics - Theory and Methods. , v. 43, (24), December 2014, p. 5263-5275
- Year: 2014
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FDR CONTROL IN MULTIPLE TESTING UNDER NON-NORMALITY
- Author(s): Jing, Bing-Yi; Kong, Xin-Bing; Zhou, Wang
- Source: Statistica Sinica. , v. 24, (4), October 2014, p. 1879-1899
- Year: 2014
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Cramér-Type Moderate Deviation for Studentized Compound Poisson Sum
- Author(s): Jing, Bing yi; Wang, Qiying; Zhou, Wang
- Source: Journal of Theoretical Probability. , v. 28, (4), December 2015, p. 1556-1570
- Year: 2014
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Evaluating the hedging error in price processes with jumps present
- Author(s): Jing, Bing Yi; Kong, X.B.; Liu, Z.; Zhang, B.
- Source: Statistics and its Interface. , v. 6, (4), 2013, p. 413-425
- Year: 2013
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Automatic Peak Selection by a Benjamini-Hochberg-Based Algorithm
- Author(s): Abbas, Ahmed; Kong, Xin-Bing; Liu, Zhi; Jing, Bing-Yi; Gao, Xin
- Source: PLoS ONE. , v. 8, (1), January 2013, article number e53112
- Year: 2013
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The asymptotics of the integrated self-weighted cross volatility estimator
- Author(s): Li, Cui-Xia; Liang, Xiao-Lin; Jing, Bing-Yi; Kong, Xin-Bing
- Source: Journal of Statistical Planning and Inference. , v. 143, (10), October 2013, p. 1708-1718
- Year: 2013
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On Estimating the Integrated Co-Volatility Using Noisy High-Frequency Data with Jumps
- Author(s): Jing, Bing-Yi; Li, Cui-Xia; Liu, Zhi
- Source: Communications in Statistics - Theory and Methods. , v. 42, (21), November 2013, p. 3889-3901
- Year: 2013
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Social Cognitive Role of Schizophrenia Candidate Gene GABRB2
- Author(s): Tsang, Shui Ying LIFS; Zhong, Songfa ECON; Mei, Lingling LIFS; Chen, Jianhuan LIFS; Ng, S. LIFS; Pun, Frank Wing LIFS; Zhao, Cunyou SENG; Jing, Bingyi ; Chark, Robin; Guo, Jianhua; Tan, Yunlong; Li, Junli; Wang, Chuanyue; Chew, Soo Hong ECON; Xue, Hon
- Source: PLoS ONE. , v. 8, (4), April 2013, article number e62322
- Year: 2013
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On the jump activity index for semimartingales
- Author(s): Jing, Bing-Yi; Kong, Xin-Bing; Liu, Zhi; Mykland, P.
- Source: Journal of econometrics. , v. 166, (2), 2012, p. 213-223
- Year: 2012
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A Bayesian feature selection paradigm for text classification
- Author(s): Feng, G.; Guo, J.; Jing, Bing-Yi; Hao, L.
- Source: Information processing & management. , v. 48, (2), 2012, p. 283-302
- Year: 2012
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WaVPeak: picking NMR peaks through wavelet-based smoothing and volume-based filtering
- Author(s): Liu, Zhi; Abbas, Ahmed; Jing, Bing-Yi; Gao, Xin
- Source: Bioinformatics. , v. 28, (7), April 2012, p. 914-920
- Year: 2012
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Jackknife empirical likelihood method for case-control studies with gene-environment independence on controls
- Author(s): Jing, Bing-Yi; Li, Zhouping; Qin, Jing; Zhou, Wang
- Source: Statistics and Its Interface. , v. 5, 2012, p. 293-302
- Year: 2012
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Self-normalized moderate deviations for independent random variables
- Author(s): Jing, BingYi; Liang, HanYing; Zhou, Wang
- Source: Science China. Mathematics. , v. 55, (11), November 2012, p. 2297-2315
- Year: 2012
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Modeling high-frequency financial data by pure jump processes
- Author(s): Jing, Bing-Yi; Kong, Xin-Bing; Liu, Zhi
- Source: The Annals of Statistics. , v. 40, (2), April 2012, p. 759-784
- Year: 2012
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Empirical likelihood-based confidence intervals for the sensitivity of a continuous-scale diagnostic test at a fixed level of specificity
- Author(s): Qin, Gengsheng; Davis, Angela E.; Jing, Bing-Yi
- Source: Statistical methods in medical research. , v. 20, (3), June 2011, p. 217-231
- Year: 2011
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Estimating the Jump Activity Index Under Noisy Observations Using High-Frequency Data
- Author(s): Jing, Bing-Yi; Kong, Xin-Bing; Liu, Zhi
- Source: Journal of the American Statistical Association. , v. 106, (494), June 2011, p. 558-568
- Year: 2011
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A note on minimal d-separation trees for structural learning
- Author(s): Liu, Binghui; Guo, Jianhua; Jing, Bing-Yi
- Source: Artificial intelligence. , v. 174, (5-6), 2010, APR, p. 442-448
- Year: 2010
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Testing for diffusion in a discretely observed semimartingale
- Author(s): Jing, Bing-Yi; Liu, Zhi; Kong, Xin-Bing
- Source: Journal of the Korean Statistical Society. , v. 39, (3, Sp. Iss. SI), 2010, SEP, p. 357-370
- Year: 2010
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Nonparametric estimate of spectral density functions of sample covariance matrices: A first step
- Author(s): Jing, Bing-Yi; Pan, G.; Shao, Q.M.; Zhou, W.
- Source: Annals of Statistics. , v. 38, (6), 2010, p. 3724-3750
- Year: 2010
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Stochastic regression and its application to hedging in finance
- Author(s): Jing, BingYi; Kong, XinBing; Liu, Zhi; Zhang, Bo
- Source: Science in China Series a-mathematics. , v. 52, (6), 2009, JUN, p. 1365-1372
- Year: 2009
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Asymptotic normality in partial linear models based on dependent errors
- Author(s): Liang, Han-Ying; Jing, Bing-Yi
- Source: Journal of statistical planning and inference. , v. 139, (4), 2009, APR 1, p. 1357-1371
- Year: 2009
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Jackknife Empirical Likelihood
- Author(s): Jing, Bing-Yi; Yuan, Junqing; Zhou, Wang
- Source: Journal of the American Statistical Association. , v. 104, (487), 2009, SEP, p. 1224-1232
- Year: 2009
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ON NORMAL APPROXIMATIONS TO U-STATISTICS
- Author(s): Bentkus, Vidmantas; Jing, Bing-Yi; Zhou, Wang
- Source: Annals of probability. , v. 37, (6), 2009, NOV, p. 2174-2199
- Year: 2009
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On normal approximations to U -statistics
- Author(s): Bentkus, Vidmantas; Jing, Bing-Yi; Zhou, Wang
- Source: Annals of Probability. , v. 37, (6), 2009, November, p. 2174-2199
- Year: 2009
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A unified approach to Edgeworth expansions for studentized statistics
- Author(s): Jing, Bing Yi; Wang, Qiying
- Source: Statistica Sinica. , v. 20, (2), 2010, APR, p. 613-636
- Year: 2009
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Empirical likelihood for non-degenerate U-statistics
- Author(s): Jing, Bing-Yi; Yuan, Junqing; Zhou, Wang
- Source: Statistics & probability letters. , v. 78, (6), 2008, APR 15, p. 599-607
- Year: 2008
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Towards a universal self-normalized moderate deviation
- Author(s): Jing, Bing-Yi; Shao, Qi-Man; Zhou, Wang
- Source: Transactions of the American Mathematical Society. , v. 360, (8), 2008, p. 4263-4285
- Year: 2008
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Strong limit theorems for weighted sums of negatively associated random variables
- Author(s): Jing, Bing-Yi; Liang, Han-Ying
- Source: Journal of theoretical probability. , v. 21, (4), 2008, DEC, p. 890-909
- Year: 2008
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The LIL for the Bickel-Rosenblatt test statistic
- Author(s): Liang, Han-Ying; Jing, Bing-Yi
- Source: Journal of statistical planning and inference. , v. 137, (6), 2007, JUN 1, p. 1829-1837
- Year: 2007
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Limiting distributions of the non-central t-statistic and their applications to the power of t-tests under non-normality
- Author(s): Bentkus, Vidmantas; Jing, Bing-Yi; Shao, Qi-Man; Zhou, Wang
- Source: Bernoulli. , v. 13, (2), 2007, MAY, p. 346-364
- Year: 2007
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Edgeworth expansion and bootstrap approximation for studentized product-limit estimator with truncated and censored data
- Author(s): Wang, QH; Jing, Bing Yi
- Source: COMMUNICATIONS in statistics-theory and METHODS. , v. 35, (4), 2006, p. 609-623
- Year: 2006
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Tail probability approximations for Student's t-statistics
- Author(s): Zhou, Wang; Jing, Bing-Yi
- Source: Probability theory and related fields. , v. 136, (4), 2006, DEC, p. 541-559
- Year: 2006
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Estimation by method of moment under two-sample location-scale model with random censorship
- Author(s): Wang, QH; Jing, BY
- Source: Journal of nonparametric statistics. , v. 17, (1), 2005, JAN-FEB, p. 1-14
- Year: 2005
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Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences
- Author(s): Liang, HY; Jing, Bing Yi
- Source: Journal of multivariate analysis. , v. 95, (2), 2005, AUG, p. 227-245
- Year: 2005
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A note on edgeworth expansions for U-statistics under minimal conditions
- Author(s): Jing, Bing-Yi; Zhou, W.
- Source: Lithuanian Mathematical Journal. , v. 45, (3), 2005, p. 353-358
- Year: 2005
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Saddlepoint approximations to the trimmed mean
- Author(s): Helmers, R.; Jing, BingYi; Qin, GS; Zhou, W.
- Source: Bernoulli. , v. 10, (3), 2004, JUN, p. 465-501
- Year: 2004
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Weighted bootstrap for U-statistics
- Author(s): Wang, QY; Jing, Bing Yi
- Source: Journal of multivariate analysis. , v. 91, (2), 2004, NOV, p. 177-198
- Year: 2004
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Saddlepoint approximation for Student's t-statistic with no moment conditions
- Author(s): Jing, Bing-Yi; Shao, Qi-Man; Zhou, Wang
- Source: The Annals of Statistics. , v. 32, (6), 2004, DEC, p. 2679-2711
- Year: 2004
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Empirical likelihood for partial linear models
- Author(s): Wang, QH; Jing, Bing Yi
- Source: Annals of the Institute of Statistical Mathematics. , v. 55, (3), 2003, SEP, p. 585-595
- Year: 2003
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Edgeworth expansion in censored linear regression model
- Author(s): Qin, Gensheng; Jing, Bing-Yi
- Source: Annals of the Institute of Statistical Mathematics. , v. 55, (3), 2003, p. 597-617
- Year: 2003
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Smoothed empirical likelihood confidence intervals for the difference of quantiles
- Author(s): Zhou, Wenwen; Jing, Bing Yi
- Source: Statistica Sinica. , v. 13, (1), 2003, JAN, p. 83-95
- Year: 2003
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Adjusted empirical likelihood method for quantiles
- Author(s): Zhou, W.; Jing, Bing Yi
- Source: Annals of the Institute of Statistical Mathematics. , v. 55, (4), 2003, DEC, p. 689-703
- Year: 2003
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Empirical likelihood confidence regions for comparison distributions and ROC curves
- Author(s): Claeskens, G.; Jing, Bing Yi; Peng, L.; Zhou, W.
- Source: CANADIAN journal OF statistics-revue CANADIENNE DE statistique. , v. 31, (2), 2003, JUN, p. 173-190
- Year: 2003
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Self-normalized Cramer-type large deviations for independent random variables
- Author(s): Jing, Bing Yi; Shao, Qiman; Wang, Qiying
- Source: The Annals of Probability. , v. 31, (4), 2003, OCT, p. 2167-2215
- Year: 2003
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Erratum: "Some results about NBUC class of life distributions"
- Author(s): Li, Xiaohu; Li, Zehui; Jing, Bingyi
- Source: Statistics and Probability Letters. , v. 61, Issue 3, 1 February 2003, Pages 235-236
- Year: 2003
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Edgeworth expansion for U-statistics under minimal conditions
- Author(s): Jing, Bing Yi; Wang, QY
- Source: The Annals of Statistics. , v. 31, (4), 2003, AUG, p. 1376-1391
- Year: 2003
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Strong consistency of estimators for heteroscedastic partly linear regression model under dependent samples
- Author(s): Liang, Han Ying; Jing, Bing Yi
- Source: Journal of Applied Mathematics and Stochastic Analysis. , v. 15, (3), 2002, p. 207-218
- Year: 2002
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Partial saddlepoint approximations for transformed means
- Author(s): Jing, Bing Yi; Kolassa, JE; Robinson, J.
- Source: Scandinavian journal of statistics. , v. 29, (4), 2002, DEC, p. 721-731
- Year: 2002
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Saddlepoint approximations for functions of means from several populations
- Author(s): Jing, Bing-Yi; Li, Zehui
- Source: Chinese J. Appl. Probab. Statist.. , 18, pp. 13-18
- Year: 2002
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Empirical Likelihood for a Class of Functionals of Survival Distribution with Censored Data
- Author(s): Wang, QH; Jing, Bing Yi
- Source: Annals of the Institute of Statistical Mathematics. , v. 53, (3), 2001, SEP, p. 517-527
- Year: 2001
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Empirical likelihood for Cox regression model under random censorship
- Author(s): Qin, GS; Jing, Bing Yi
- Source: COMMUNICATIONS in statistics-simulation and Computation. , v. 30, (1), 2001, p. 79-90
- Year: 2001
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Empirical likelihood for censored linear regression
- Author(s): Qin, Gengsheng; Jing, Bing Yi
- Source: Scandinavian journal of statistics. , v. 28, (4), 2001, DEC, p. 661-673
- Year: 2001
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Censored partial linear models and empirical likelihood
- Author(s): Qin, GS; Jing, Bing Yi
- Source: Journal of multivariate analysis. , v. 78, (1), 2001, JUL, p. 37-61
- Year: 2001
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Some results about the NBUC class of life distributions
- Author(s): Li, XH; Li, ZH; Jing, Bing Yi
- Source: Statistics & probability letters. , v. 46, (3), 2000, FEB 1, p. 229-237
- Year: 2000
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Asymptotic properties for estimation of partial linear models with censored data
- Author(s): Qin, G.; Jing, Bing Yi
- Source: Journal of statistical planning and inference. , v. 84, (1-2), 2000, MAR 1, p. 95-110
- Year: 2000
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Test for new better than used in convex ordering
- Author(s): Li, XH; Zhong, CK; Jing, Bing Yi
- Source: COMMUNICATIONS in statistics-theory and METHODS. , v. 29, (12), 2000, p. 2751-2760
- Year: 2000
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Local asymptotic normality and asymptotical minimax efficiency of the MLE under random censorship
- Author(s): Wang, QH; Jing, Bing Yi
- Source: Science in China Series a-mathematics PHYSICS ASTRONOMY. , v. 43, (6), 2000, JUN, p. 591-600
- Year: 2000
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A martingale-based bootstrap inference with censored data
- Author(s): Wang, QH; Jing, Bing Yi
- Source: COMMUNICATIONS in statistics-theory and METHODS. , v. 29, (2), 2000, p. 401-415
- Year: 2000
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The Berry-Esseen bound for Studentized statistics
- Author(s): Wang, QY; Jing, Bing Yi; Zhao, LC
- Source: Annals of probability. , v. 28, (1), 2000, JAN, p. 511-535
- Year: 2000
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Empirical likelihood for partial linear models with fixed designs
- Author(s): Wang, QH; Jing, Bing Yi
- Source: Statistics & probability letters. , v. 41, (4), 1999, FEB 15, p. 425-433
- Year: 1999
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An exponential nonuniform Berry-Esseen bound for self-normalized sums
- Author(s): Wang, QY; Jing, Bing Yi
- Source: Annals of probability. , v. 27, (4), 1999, OCT, p. 2068-2088
- Year: 1999
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On the sampling window method for long-range dependent data
- Author(s): Hall, P.; Jing, Bing Yi; Lahiri, SN
- Source: Statistica Sinica. , v. 8, (4), 1998, OCT, p. 1189-1204
- Year: 1998
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Saddlepoint approximations to the two-sample permutation tests
- Author(s): Jing, Bing Yi
- Source: Acta Mathematicae Applicatae Sinica. , v. 14, (2), 1998, p. 197-201
- Year: 1998
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On the relative performance of the block bootstrap for dependent data
- Author(s): Jing, Bing Yi
- Source: COMMUNICATIONS in statistics-theory and METHODS. , v. 26, (6), 1997, p. 1313-1328
- Year: 1997
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Two-sample nonparametric tilting method
- Author(s): Jing, BY; Robinson, J.
- Source: Australian journal of statistics. , v. 39, (1), 1997, APR, p. 25-34
- Year: 1997
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Global tilting method
- Author(s): Jing, Bing Yi
- Source: Statistics & probability letters. , v. 28, (3), 1996, JUL, p. 219-226
- Year: 1996
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Improved pivotal methods for constructing confidence regions with directional data
- Author(s): Hall, P.; Jing, Bing Yi; Wood, ATA
- Source: Journal of the American Statistical Association. , v. 91, (435), 1996, SEP, p. 1062-1070
- Year: 1996
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Exponential empirical likelihood is not Bartlett correctable
- Author(s): Jing, Bing Yi; Wood, ATA
- Source: The Annals of Statistics. , v. 24, (1), 1996, FEB, p. 365-369
- Year: 1996
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ON BLOCKING RULES FOR THE BOOTSTRAP WITH DEPENDENT DATA
- Author(s): HALL, P.; HOROWITZ, JL; JING, BING YI
- Source: Biometrika. , v. 82, (3), 1995, SEP, p. 561-574
- Year: 1995
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Two-sample Empirical Likelihood Method
- Author(s): Jing, Bing Yi
- Source: Statistics and Probability Letters. , v. 24, (4), 1995, p. 315-319
- Year: 1995
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Some Resampling Procedures under Symmetry
- Author(s): Jing, Bing Yi
- Source: Australian Journal of Statistics. , v. 37, (3), 1995, p. 337-344
- Year: 1995
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On the bootstrap saddlepoint approximations
- Author(s): Jing, Bingyi; Feuerverger, Andrey; Robinson, John
- Source: Biometrika. , v. 81, (1), 1994, p. 211-215
- Year: 1994
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Bahadur Slopes For Comparisons Of Tests Based On Resampling
- Author(s): Jing, Bing Yi
- Source: Australian Journal of Statistics. , v. 36, (3), 1994, p. 355-362
- Year: 1994
Book chapter
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Limit Theorems for U-statistics
- Author(s): Jing, Bing Yi
- Source: Asymptotic Theory in Probability and Statistics with Applications. , / Edited by Tze-Leung Lai, Lianfen Qian, Qi-Man Shao. Somerville, Mass.: International Press; Beijing: Higher Education Press, c2008, p. 254-273
- Year: 2008
Conference paper
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Limit theorems for independent self-normalized sums
- Author(s): Jing, BY
- Source: PROBABILITY, FINANCE AND INSURANCE. , 2004, p. 69-81
- Year: 2004
Other
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Erratum: Some results about NBUC class of life distributions
- Author(s): Li, Xiaohu; Li, Zehui; Jing, Bingyi
- Source: Statistics and Probability Letters, v. 61, (3), February 2003, p. 235-236
- Year: 2003