Personal information

Other IDs

Scopus Author ID: 35519390800

Activities

Collapse all

Employment (3)

Shanghai Maritime University: Shanghai, CN

2018-08-07 to present | Professor (School of Economics and Management)
Employment
Source: Self-asserted source
Guo-Liang Fan

Renmin University of China: Beijing, Beijing, CN

2017-03 to 2019-01 | postdoctor (Institute of Statistics and Big Data)
Employment
Source: Self-asserted source
Guo-Liang Fan

Anhui Polytechnic University: Wuhu, Anhui, CN

2010-06-01 to 2018-08-06 (School of Mathematics & Physics)
Employment
Source: Self-asserted source
Guo-Liang Fan

Education and qualifications (1)

Tongji University: Shanghai, Shanghai, CN

2007-09-01 to 2010-06-01 (Department of Mathematics)
Education
Source: Self-asserted source
Guo-Liang Fan

Works (48)

Empirical likelihood inference for time-varying coefficient autoregressive models

Random Matrices: Theory and Applications
2024-10 | Journal article
DOI: 10.1142/S2010326324500151
Contributors: Xilin Zhang; Guoliang Fan; Hongxia Xu
Source: check_circle
Crossref

Quantile regression for varying-coefficient partially nonlinear models with randomly truncated data

Statistical Papers
2024-06 | Journal article
DOI: 10.1007/s00362-023-01498-x
Contributors: Hong-Xia Xu; Guo-Liang Fan; Han-Ying Liang
Source: check_circle
Crossref

Analysis of the Impact of Industrial Structure Upgrading and Energy Structure Optimization on Carbon Emission Reduction

Sustainability
2023-02-14 | Journal article
DOI: 10.3390/su15043489
Part of ISSN: 2071-1050
Contributors: Guoliang Fan; Anni Zhu; Hongxia Xu
Source: Self-asserted source
Guo-Liang Fan

Composite quantile regression for heteroscedastic partially linear varying-coefficient models with missing censoring indicators

Journal of Statistical Computation and Simulation
2023-02-11 | Journal article
DOI: 10.1080/00949655.2022.2108030
Part of ISSN: 0094-9655
Part of ISSN: 1563-5163
Contributors: Yuye Zou; Guoliang Fan; Riquan Zhang
Source: Self-asserted source
Guo-Liang Fan

Nonlinear interaction detection through partial dimension reduction with missing response data

Random Matrices: Theory and Applications
2023-01 | Journal article
DOI: 10.1142/S2010326322500514
Contributors: Hong-Xia Xu; Guo-Liang Fan; Jin-Chang Li
Source: check_circle
Crossref

Local likelihood of quantile difference under left-truncated, right-censored and dependent assumptions

Statistics
2023-01-02 | Journal article
DOI: 10.1080/02331888.2022.2161547
Part of ISSN: 0233-1888
Part of ISSN: 1029-4910
Contributors: Cui-Juan Kong; Han-Ying Liang; Guo-Liang Fan
Source: Self-asserted source
Guo-Liang Fan

Single-Index Quantile Regression with Left Truncated Data

Journal of Systems Science and Complexity
2022-10 | Journal article
DOI: 10.1007/s11424-022-1118-4
Part of ISSN: 1009-6124
Part of ISSN: 1559-7067
Contributors: Hongxia Xu; Guoliang Fan; Jinchang Li
Source: Self-asserted source
Guo-Liang Fan

Sufficient dimension reduction in the presence of controlling variables

Science China Mathematics
2022-09 | Journal article
DOI: 10.1007/s11425-020-1824-8
Part of ISSN: 1674-7283
Part of ISSN: 1869-1862
Contributors: Guoliang Fan; Liping Zhu
Source: Self-asserted source
Guo-Liang Fan

Estimation for a hybrid model of functional and linear measurement errors regression with missing response

Statistics
2022-03-04 | Journal article
DOI: 10.1080/02331888.2022.2038166
Part of ISSN: 0233-1888
Part of ISSN: 1029-4910
Contributors: Yuye Zou; Chengxin Wu; Guoliang Fan; Riquan Zhang
Source: Self-asserted source
Guo-Liang Fan

Weighted empirical likelihood for heteroscedastic varying coefficient partially non‐linear models with missing data

Stat
2021-12 | Journal article
DOI: 10.1002/sta4.353
Contributors: Guo‐Liang Fan; Lu‐Lu Wang; Hong‐Xia Xu
Source: check_circle
Crossref

Jackknife empirical likelihood of error variance for partially linear varying-coefficient model with missing covariates

Communications in Statistics - Theory and Methods
2021-06-15 | Journal article
DOI: 10.1080/03610926.2021.1938128
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Source: Self-asserted source
Guo-Liang Fan

Integrated Square Error of Hazard Rate Estimation for Survival Data with Missing Censoring Indicators

Journal of Systems Science and Complexity
2021-04 | Journal article
DOI: 10.1007/s11424-021-9307-0
Part of ISSN: 1009-6124
Part of ISSN: 1559-7067
Source: Self-asserted source
Guo-Liang Fan

Empirical likelihood and variable selection for partially linear single-index EV models with missing censoring indicators

Journal of the Korean Statistical Society
2021-03-03 | Journal article
DOI: 10.1007/s42952-020-00065-6
Contributors: Yuye Zou; Guoliang Fan; Riquan Zhang
Source: check_circle
Crossref

Penalized empirical likelihood for partially linear errors-in-variables panel data models with fixed effects

Statistical Papers
2020-12 | Journal article
DOI: 10.1007/s00362-018-1049-2
Part of ISSN: 0932-5026
Part of ISSN: 1613-9798
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Jackknife empirical likelihood for the error variance in linear errors-in-variables models with missing data

Communications in Statistics - Theory and Methods
2020-09-29 | Journal article
DOI: 10.1080/03610926.2020.1824274
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Source: Self-asserted source
Guo-Liang Fan

Empirical Likelihood for Generalized Functional-Coefficient Regression Models with Multiple Smoothing Variables under Right Censoring Data

Discrete Dynamics in Nature and Society
2020-04-01 | Journal article
DOI: 10.1155/2020/1261426
Part of ISSN: 1026-0226
Part of ISSN: 1607-887X
Source: Self-asserted source
Guo-Liang Fan

Quantile regression and variable selection for partially linear single-index models with missing censoring indicators

Journal of Statistical Planning and Inference
2020-01 | Journal article
DOI: 10.1016/j.jspi.2019.04.008
Part of ISSN: 0378-3758
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 4)‎

Empirical likelihood for high-dimensional partially functional linear model

Random Matrices: Theory and Application
2019 | Journal article
DOI: 10.1142/S2010326320500173
EID:

2-s2.0-85072123292
Contributors: Jiang, Z.; Huang, Z.; Fan, G.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Nonlinear interaction detection through model-based sufficient dimension reduction

Statistica Sinica
2019 | Journal article
DOI: 10.5705/ss.202017.0206
Part of ISSN: 1017-0405
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Quantile regression and variable selection for partially linear model with randomly truncated data

Statistical Papers
2019 | Journal article
DOI: 10.1007/s00362-016-0867-3
EID:

2-s2.0-85008709572
Contributors: Xu, H.-X.; Chen, Z.-L.; Wang, J.-F.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Statistical inference for varying-coefficient partially linear errors-in-variables models with missing data

Communications in Statistics - Theory and Methods
2019 | Journal article
DOI: 10.1080/03610926.2018.1517216
EID:

2-s2.0-85060062999
Contributors: Xu, H.-X.; Fan, G.-L.; Wu, C.-X.; Chen, Z.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

The abstract of doctoral dissertation ‘nonlinear wavelet density estimation and hazard rate estimation with data missing at random’

Statistical Theory and Related Fields
2019 | Journal article
DOI: 10.1080/24754269.2019.1653161
EID:

2-s2.0-85070884940
Contributors: Zou, Y.; Fan, G.; Zhang, R.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Dimension reduction estimation for central mean subspace with missing multivariate response

Journal of Multivariate Analysis
2019-08 | Journal article
DOI: 10.1016/j.jmva.2019.104542
Part of ISSN: 0047-259X
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Averaged and Integrated Estimations of Varying-Coefficient Regression Models with Dependent Observations

Discrete Dynamics in Nature and Society
2019-07-04 | Journal article
DOI: 10.1155/2019/7146793
Part of ISSN: 1026-0226
Part of ISSN: 1607-887X
Source: Self-asserted source
Guo-Liang Fan

Penalized empirical likelihood for quantile regression with missing covariates and auxiliary information

Communications in Statistics - Theory and Methods
2018 | Journal article
DOI: 10.1080/03610926.2017.1335413
EID:

2-s2.0-85030546167
Contributors: Shen, Y.; Liang, H.-Y.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Weighted quantile regression and testing for varying-coefficient models with randomly truncated data

AStA Advances in Statistical Analysis
2018 | Journal article
DOI: 10.1007/s10182-018-0319-6
EID:

2-s2.0-85041533555
Contributors: Xu, H.-X.; Fan, G.-L.; Chen, Z.-L.; Wang, J.-F.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Penalized profile least squares-based statistical inference for varying coefficient partially linear errors-in-variables models

Sci China Math
2018-09 | Journal article
DOI: 10.1007/s11425-016-9108-y
Part of ISSN: 1674-7283
Part of ISSN: 1869-1862
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Block empirical likelihood for partially linear panel data models with fixed effects

Statistics and Probability Letters
2017 | Journal article
DOI: 10.1016/j.spl.2016.11.021
EID:

2-s2.0-85007500865
Contributors: He, B.-Q.; Hong, X.-J.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Hypothesis test on response mean with inequality constraints under data missing when covariables are present

Statistical Papers
2017 | Journal article
DOI: 10.1007/s00362-015-0687-x
EID:

2-s2.0-84929430952
Contributors: Xu, H.-X.; Fan, G.-L.; Liang, H.-Y.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Hypothesis tests in partial linear errors-in-variables models with missing response

Statistics and Probability Letters
2017 | Journal article
DOI: 10.1016/j.spl.2017.03.001
EID:

2-s2.0-85016562540
Contributors: Xu, H.-X.; Fan, G.-L.; Chen, Z.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood for high-dimensional partially linear model with martingale difference errors

Communications in Statistics - Theory and Methods
2017-11-17 | Journal article
DOI: 10.1080/03610926.2016.1260739
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Empirical likelihood for semi-varying coefficient models for panel data with fixed effects

Journal of the Korean Statistical Society
2016 | Journal article
DOI: 10.1016/j.jkss.2016.01.001
EID:

2-s2.0-84992409630
Contributors: He, B.-Q.; Hong, X.-J.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood for semivarying coefficient model with measurement error in the nonparametric part

AStA Advances in Statistical Analysis
2016 | Journal article
DOI: 10.1007/s10182-015-0247-7
EID:

2-s2.0-84955700051
Contributors: Fan, G.-L.; Xu, H.-X.; Huang, Z.-S.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Penalized empirical likelihood for high-dimensional partially linear varying coefficient model with measurement errors

Journal of Multivariate Analysis
2016-05 | Journal article
DOI: 10.1016/j.jmva.2016.01.009
Part of ISSN: 0047-259X
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Local linear quantile regression with truncated and dependent data

Statistics and Probability Letters
2015 | Journal article
DOI: 10.1016/j.spl.2014.09.029
EID:

2-s2.0-84908367106
Contributors: Wang, J.-F.; Ma, W.-M.; Fan, G.-L.; Wen, L.-M.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood for heteroscedastic partially linear errors-in-variables model with α-mixing errors

Statistical Papers
2013 | Journal article
DOI: 10.1007/s00362-011-0412-3
EID:

2-s2.0-84872661152
Contributors: Fan, G.-L.; Liang, H.-Y.; Wang, J.-F.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood for longitudinal partially linear model with α-mixing errors

Journal of Systems Science and Complexity
2013 | Journal article
DOI: 10.1007/s11424-013-0015-2
EID:

2-s2.0-84875639005
Contributors: Fan, G.; Liang, H.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood for semiparametric varying-coefficient heteroscedastic partially linear errors-in-variables models

Communications in Statistics - Theory and Methods
2013 | Journal article
DOI: 10.1080/03610926.2011.611319
EID:

2-s2.0-84886049036
Contributors: Fan, G.-L.; Huang, Z.-S.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Local polynomial quasi-likelihood regression with truncated and dependent data

Statistics
2013 | Journal article
DOI: 10.1080/02331888.2011.648638
EID:

2-s2.0-84884486201
Contributors: Wang, J.-F.; Liang, H.-Y.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Statistical inference for partially time-varying coefficient errors-in-variables models

Journal of Statistical Planning and Inference
2013-03 | Journal article
DOI: 10.1016/j.jspi.2012.08.017
Part of ISSN: 0378-3758
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Empirical likelihood for a heteroscedastic partial linear errors-in-variables model

Communications in Statistics - Theory and Methods
2012 | Journal article
DOI: 10.1080/03610926.2010.517357
EID:

2-s2.0-84863026859
Contributors: Fan, G.-L.; Liang, H.-Y.; Wang, J.-F.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood inference for partially time-varying coefficient errors-in-variables models

Electronic Journal of Statistics
2012 | Journal article
DOI: 10.1214/12-ejs701
Part of ISSN: 1935-7524
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Empirical likelihood for partially time-varying coefficient models with dependent observations

Journal of Nonparametric Statistics
2012-03 | Journal article
DOI: 10.1080/10485252.2011.626411
Part of ISSN: 1048-5252
Part of ISSN: 1029-0311
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Asymptotic properties of conditional quantile estimator under left-truncated and α-mixing conditions

Communications in Statistics - Theory and Methods
2011 | Journal article
DOI: 10.1080/03610926.2010.484157
EID:

2-s2.0-79956136301
Contributors: Wang, J.-F.; Liang, H.-Y.; Fan, G.-L.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical Likelihood for a Heteroscedastic Partial Linear Model

Communications in Statistics - Theory and Methods
2011-03-22 | Journal article
DOI: 10.1080/03610921003597229
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Source: Self-asserted source
Guo-Liang Fan

Asymptotic properties for LS estimators in EV regression model with dependent errors

AStA Advances in Statistical Analysis
2010 | Journal article
DOI: 10.1007/s10182-010-0124-3
EID:

2-s2.0-77949542356
Contributors: Fan, G.-L.; Liang, H.-Y.; Wang, J.-F.; Xu, H.-X.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Empirical likelihood inference for semiparametric model with linear process errors

Journal of the Korean Statistical Society
2010 | Journal article
DOI: 10.1016/j.jkss.2009.04.001
EID:

2-s2.0-77049117792
Contributors: Fan, G.-L.; Liang, H.-Y.
Source: Self-asserted source
Guo-Liang Fan via Scopus - Elsevier

Berry–Esseen type bounds of estimators in a semiparametric model with linear process errors

Journal of Multivariate Analysis
2009-01 | Journal article
DOI: 10.1016/j.jmva.2008.03.006
Part of ISSN: 0047-259X
Source: Self-asserted source
Guo-Liang Fan
grade
Preferred source (of 2)‎

Peer review (6 reviews for 4 publications/grants)

Review activity for Applied mathematical modelling. (1)
Review activity for Journal of Applied Mathematics and Computing. (2)
Review activity for PloS one. (2)
Review activity for Statistical papers. (1)
How many people are using ORCID?