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Cheng, Guang

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Author ID: cheng.guang Recent zbMATH articles by "Cheng, Guang"
Published as: Cheng, Guang; Cheng, G.
External Links: MGP
Documents Indexed: 52 Publications since 1997, including 1 Book

Publications by Year

Citations contained in zbMATH Open

32 Publications have been cited 270 times in 212 Documents Cited by Year
Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051
Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng
48
2011
Bootstrap consistency for general semiparametric \(M\)-estimation. Zbl 1200.62042
Cheng, Guang; Huang, Jianhua Z.
41
2010
A partially linear framework for massive heterogeneous data. Zbl 1358.62050
Zhao, Tianqi; Cheng, Guang; Liu, Han
21
2016
Semiparametric additive isotonic regression. Zbl 1159.62025
Cheng, Guang
15
2009
General frequentist properties of the posterior profile distribution. Zbl 1142.62031
Cheng, Guang; Kosorok, Michael R.
11
2008
Development and verification of a coupled DSMC-NS scheme using unstructured mesh. Zbl 1189.76395
Wu, J.-S.; Lian, Y.-Y.; Cheng, G.; Koomullil, R. P.; Tseng, K.-C.
10
2006
Local and global asymptotic inference in smoothing spline models. Zbl 1293.62107
Shang, Zuofeng; Cheng, Guang
9
2013
Semiparametric additive transformation model under current status data. Zbl 1329.62197
Cheng, Guang; Wang, Xiao
8
2011
Gaussian approximation for high dimensional vector under physical dependence. Zbl 1419.62257
Zhang, Xianyang; Cheng, Guang
7
2018
Provable sparse tensor decomposition. Zbl 1411.62158
Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
7
2017
Distributed inference for quantile regression processes. Zbl 1418.62174
Volgushev, Stanislav; Chao, Shih-Kang; Cheng, Guang
7
2019
The cluster bootstrap consistency in generalized estimating equations. Zbl 1258.62057
Cheng, Guang; Yu, Zhuqing; Huang, Jianhua Z.
7
2013
Moment consistency of the exchangeably weighted bootstrap for semiparametric M-estimation. Zbl 1360.62111
Cheng, Guang
7
2015
Semiparametric regression models with additive nonparametric components and high dimensional parametric components. Zbl 1243.62053
Du, Pang; Cheng, Guang; Liang, Hua
6
2012
Higher order semiparametric frequentist inference with the profile sampler. Zbl 1142.62030
Cheng, Guang; Kosorok, Michael R.
6
2008
Joint asymptotics for semi-nonparametric regression models with partially linear structure. Zbl 1320.62087
Cheng, Guang; Shang, Zuofeng
6
2015
Efficient semiparametric estimation in generalized partially linear additive models for longitudinal/clustered data. Zbl 1400.62063
Cheng, Guang; Zhou, Lan; Huang, Jianhua Z.
6
2014
Quantile processes for semi and nonparametric regression. Zbl 1373.62151
Chao, Shih-Kang; Volgushev, Stanislav; Cheng, Guang
6
2017
Nonstick and stick-slip motion of a Coulomb-damped belt drive system subjected to multifrequency excitations. Zbl 1110.74385
Cheng, G.; Zu, J. W.
5
2003
Nonparametric inference in generalized functional linear models. Zbl 1317.62042
Shang, Zuofeng; Cheng, Guang
5
2015
A novel dynamic system in the space of SPD matrices with applications to appearance tracking. Zbl 1279.62133
Cheng, Guang; Vemuri, Baba C.
5
2013
Computational limits of a distributed algorithm for smoothing spline. Zbl 1442.90055
Shang, Zuofeng; Cheng, Guang
4
2017
The penalized profile sampler. Zbl 1154.62039
Cheng, Guang; Kosorok, Michael R.
4
2009
Embracing the blessing of dimensionality in factor models. Zbl 1398.62137
Li, Quefeng; Cheng, Guang; Fan, Jianqing; Wang, Yuyan
3
2018
Sparse and efficient estimation for partial spline models with increasing dimension. Zbl 1331.65028
Cheng, Guang; Zhang, Hao Helen; Shang, Zuofeng
3
2015
Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process prior. Zbl 1351.62079
Pati, Debdeep; Bhattacharya, Anirban; Cheng, Guang
3
2015
Empirical likelihood inferences for the semiparametric additive isotonic regression. Zbl 1273.62106
Cheng, Guang; Zhao, Yichuan; Li, Bo
3
2012
Efficient estimation of semiparametric copula models for bivariate survival data. Zbl 1278.62159
Cheng, Guang; Zhou, Lan; Chen, Xiaohong; Huang, Jianhua Z.
2
2014
Sparse and low-rank tensor estimation via cubic sketchings. Zbl 1448.62072
Hao, Botao; Zhang, Anru; Cheng, Guang
2
2020
Recursive computation of the Fréchet mean on non-positively curved Riemannian manifolds with applications. Zbl 1338.65169
Cheng, Guang; Ho, Jeffrey; Salehian, Hesamoddin; Vemuri, Baba C.
1
2016
Nonparametric Bayesian aggregation for massive data. Zbl 1441.62086
Shang, Zuofeng; Hao, Botao; Cheng, Guang
1
2019
Bayesian fusion estimation via \(t\) shrinkage. Zbl 1451.62030
Song, Qifan; Cheng, Guang
1
2020
Sparse and low-rank tensor estimation via cubic sketchings. Zbl 1448.62072
Hao, Botao; Zhang, Anru; Cheng, Guang
2
2020
Bayesian fusion estimation via \(t\) shrinkage. Zbl 1451.62030
Song, Qifan; Cheng, Guang
1
2020
Distributed inference for quantile regression processes. Zbl 1418.62174
Volgushev, Stanislav; Chao, Shih-Kang; Cheng, Guang
7
2019
Nonparametric Bayesian aggregation for massive data. Zbl 1441.62086
Shang, Zuofeng; Hao, Botao; Cheng, Guang
1
2019
Gaussian approximation for high dimensional vector under physical dependence. Zbl 1419.62257
Zhang, Xianyang; Cheng, Guang
7
2018
Embracing the blessing of dimensionality in factor models. Zbl 1398.62137
Li, Quefeng; Cheng, Guang; Fan, Jianqing; Wang, Yuyan
3
2018
Provable sparse tensor decomposition. Zbl 1411.62158
Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
7
2017
Quantile processes for semi and nonparametric regression. Zbl 1373.62151
Chao, Shih-Kang; Volgushev, Stanislav; Cheng, Guang
6
2017
Computational limits of a distributed algorithm for smoothing spline. Zbl 1442.90055
Shang, Zuofeng; Cheng, Guang
4
2017
A partially linear framework for massive heterogeneous data. Zbl 1358.62050
Zhao, Tianqi; Cheng, Guang; Liu, Han
21
2016
Recursive computation of the Fréchet mean on non-positively curved Riemannian manifolds with applications. Zbl 1338.65169
Cheng, Guang; Ho, Jeffrey; Salehian, Hesamoddin; Vemuri, Baba C.
1
2016
Moment consistency of the exchangeably weighted bootstrap for semiparametric M-estimation. Zbl 1360.62111
Cheng, Guang
7
2015
Joint asymptotics for semi-nonparametric regression models with partially linear structure. Zbl 1320.62087
Cheng, Guang; Shang, Zuofeng
6
2015
Nonparametric inference in generalized functional linear models. Zbl 1317.62042
Shang, Zuofeng; Cheng, Guang
5
2015
Sparse and efficient estimation for partial spline models with increasing dimension. Zbl 1331.65028
Cheng, Guang; Zhang, Hao Helen; Shang, Zuofeng
3
2015
Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process prior. Zbl 1351.62079
Pati, Debdeep; Bhattacharya, Anirban; Cheng, Guang
3
2015
Efficient semiparametric estimation in generalized partially linear additive models for longitudinal/clustered data. Zbl 1400.62063
Cheng, Guang; Zhou, Lan; Huang, Jianhua Z.
6
2014
Efficient estimation of semiparametric copula models for bivariate survival data. Zbl 1278.62159
Cheng, Guang; Zhou, Lan; Chen, Xiaohong; Huang, Jianhua Z.
2
2014
Local and global asymptotic inference in smoothing spline models. Zbl 1293.62107
Shang, Zuofeng; Cheng, Guang
9
2013
The cluster bootstrap consistency in generalized estimating equations. Zbl 1258.62057
Cheng, Guang; Yu, Zhuqing; Huang, Jianhua Z.
7
2013
A novel dynamic system in the space of SPD matrices with applications to appearance tracking. Zbl 1279.62133
Cheng, Guang; Vemuri, Baba C.
5
2013
Semiparametric regression models with additive nonparametric components and high dimensional parametric components. Zbl 1243.62053
Du, Pang; Cheng, Guang; Liang, Hua
6
2012
Empirical likelihood inferences for the semiparametric additive isotonic regression. Zbl 1273.62106
Cheng, Guang; Zhao, Yichuan; Li, Bo
3
2012
Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051
Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng
48
2011
Semiparametric additive transformation model under current status data. Zbl 1329.62197
Cheng, Guang; Wang, Xiao
8
2011
Bootstrap consistency for general semiparametric \(M\)-estimation. Zbl 1200.62042
Cheng, Guang; Huang, Jianhua Z.
41
2010
Semiparametric additive isotonic regression. Zbl 1159.62025
Cheng, Guang
15
2009
The penalized profile sampler. Zbl 1154.62039
Cheng, Guang; Kosorok, Michael R.
4
2009
General frequentist properties of the posterior profile distribution. Zbl 1142.62031
Cheng, Guang; Kosorok, Michael R.
11
2008
Higher order semiparametric frequentist inference with the profile sampler. Zbl 1142.62030
Cheng, Guang; Kosorok, Michael R.
6
2008
Development and verification of a coupled DSMC-NS scheme using unstructured mesh. Zbl 1189.76395
Wu, J.-S.; Lian, Y.-Y.; Cheng, G.; Koomullil, R. P.; Tseng, K.-C.
10
2006
Nonstick and stick-slip motion of a Coulomb-damped belt drive system subjected to multifrequency excitations. Zbl 1110.74385
Cheng, G.; Zu, J. W.
5
2003
all top 5

Cited by 360 Authors

19 Cheng, Guang
17 Lian, Heng
11 Bouzebda, Salim
8 Liang, Hua
7 Shang, Zuofeng
6 Lu, Xuewen
6 Zhao, Kaifeng
4 Du, Pang
4 Feng, Sanying
4 Lin, Lu
4 Wang, Kangning
3 Fernández-Val, Iván
3 Honda, Toshio
3 Huang, Jianhua Z.
3 Li, Gen
3 Limnios, Nikolaos
3 Lu, Wenbin
3 Panov, Maxim E.
3 Sun, Zhimeng
3 Van Keilegom, Ingrid
3 Wang, Mingqiu
3 Yang, Hu
3 Yang, Jing
3 Zhao, Yichuan
3 Zhu, Zhongyi
2 Afzal, Arfan Raheen
2 Banerjee, Moulinath
2 Chernozhukov, Victor
2 de Rooij, Mark
2 Dong, Cheng
2 Du, Jiang
2 Durot, Cécile
2 Eltzner, Benjamin
2 Fan, Jianqing
2 Gao, Zhenguo
2 Giordano, Francesco
2 Gonçalves, Sílvia
2 Hu, Yuao
2 Huckemann, Stephan F.
2 Kosorok, Michael R.
2 Krampe, Jonas
2 Lahiri, Soumendra Nath
2 Lai, Peng
2 Liu, Han
2 Lv, Shaogao
2 Mammen, Enno
2 Meyer, Mary C.
2 Mojirsheibani, Majid
2 Parrella, Maria Lucia
2 Pouliot, William
2 Robertson, John L.
2 Sen, Bodhisattva
2 Sherwood, Ben
2 Shi, Chengchun
2 Song, Rui
2 Spokoiny, Vladimir G.
2 Sun, Will Wei
2 Tang, Xingyu
2 Vemuri, Baba C.
2 Wang, Haiying
2 Xue, Liugen
2 Yu, Kyusang
2 Zhang, Zhongzhan
2 Zhou, Lan
2 Zhu, Ziwei
1 Ahmed, Syed Ejaz
1 Al-Sharadqah, Ali
1 Ali, M. Adnan
1 Ali, R. Ayesha
1 Alvarez-Andrade, Sergio
1 Arjas, Elja
1 Bai, Yang
1 Battey, Heather S.
1 Bell, Michelle L.
1 Belloni, Alexandre
1 Berthoumieu, Yannick
1 Bhattacharya, Anirban
1 Bickel, Peter John
1 Blundell, Charles
1 Bombrun, Lionel
1 Bottai, Matteo
1 Breheny, Patrick
1 Bücher, Axel
1 Cai, Changxiao
1 Cai, Quan
1 Cardoso, José Vinícius de M.
1 Cattaneo, Matias D.
1 Chakraborty, Rudrasis
1 Chambers, Christina D.
1 Chen, Baojiang
1 Chen, Kani
1 Chen, Lanjue
1 Chen, Xiaohong
1 Chen, Xin
1 Chen, Xuerong
1 Chen, Yuping
1 Chen, Yurong
1 Chen, Yuxin
1 Cheng, Haoyang
1 Cheng, Xin
...and 260 more Authors
all top 5

Cited in 56 Serials

27 The Annals of Statistics
17 Journal of Multivariate Analysis
13 Computational Statistics and Data Analysis
12 Electronic Journal of Statistics
10 Journal of Econometrics
9 Journal of Nonparametric Statistics
9 Journal of Machine Learning Research (JMLR)
8 Journal of the American Statistical Association
6 Scandinavian Journal of Statistics
6 Journal of Statistical Planning and Inference
6 Bernoulli
5 Econometric Theory
4 Biometrics
4 Statistics & Probability Letters
4 Statistical Science
4 Journal of Statistical Computation and Simulation
4 Mathematical Methods of Statistics
4 Statistical Papers
3 Annals of the Institute of Statistical Mathematics
3 Computational Statistics
3 Communications in Statistics. Theory and Methods
3 Lifetime Data Analysis
3 Journal of the Korean Statistical Society
3 Statistics and Computing
2 Metrika
2 Test
2 Journal of Systems Science and Complexity
2 Statistical Modelling
2 Statistical Methodology
2 The Annals of Applied Statistics
1 Journal of Mathematical Analysis and Applications
1 Psychometrika
1 Revista Colombiana de Matemáticas
1 Insurance Mathematics & Economics
1 Journal of Classification
1 Journal of Theoretical Probability
1 Applied Mathematics Letters
1 Communications in Statistics. Simulation and Computation
1 Mathematical Programming. Series A. Series B
1 SIAM Journal on Optimization
1 Statistica Sinica
1 Mathematical Problems in Engineering
1 Doklady Mathematics
1 Acta Mathematica Sinica. English Series
1 Biostatistics
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 Statistical Applications in Genetics and Molecular Biology
1 Analysis and Applications (Singapore)
1 Proceedings of the Steklov Institute of Mathematics
1 Advances in Data Analysis and Classification. ADAC
1 Journal of Statistical Theory and Practice
1 AStA. Advances in Statistical Analysis
1 Statistics Surveys
1 Journal of Probability and Statistics
1 Information and Inference
1 Bayesian Analysis

Citations by Year