Edit Profile (opens in new tab) Shang, Han Lin Compute Distance To: Compute Author ID: shang.han-lin Published as: Shang, Han Lin External Links: MGP · ORCID Documents Indexed: 50 Publications since 2009 Co-Authors: 20 Co-Authors with 28 Joint Publications 602 Co-Co-Authors all top 5 Co-Authors 21 single-authored 8 Beyaztas, Ufuk 4 Hyndman, Rob J. 4 Yang, Yanrong 3 Haberman, Steven 3 Li, Degui 3 Robinson, Peter Michael 2 Gao, Yuan 2 Rice, Gregory 2 Yang, Yang 1 Abdel-Salam, Abdel-Salam G. 1 Ahmed, Roman A. 1 Alin, Aylin 1 Athanasopoulos, George 1 Elías, Antonio 1 Hooker, Giles 1 Hui, Francis K. C. 1 Kearney, Fearghal 1 King, Maxwell Leslie 1 Kokoszka, Piotr S. 1 Müller, Samuel 1 Tang, Chen 1 Xu, Ruofan 1 You, Chong 1 Zhang, Xibin all top 5 Serials 5 Journal of Multivariate Analysis 4 Communications in Statistics. Simulation and Computation 4 Journal of Applied Statistics 3 Journal of Statistical Computation and Simulation 3 Computational Statistics and Data Analysis 2 Journal of the American Statistical Association 2 Insurance Mathematics & Economics 2 Journal of Time Series Analysis 2 Computational Statistics 2 ASTIN Bulletin 2 Journal of the Korean Statistical Society 2 The Annals of Applied Statistics 2 Statistics and Computing 1 The Canadian Journal of Statistics 1 Mathematics and Computers in Simulation 1 Annals of Operations Research 1 Bernoulli 1 Journal of Nonparametric Statistics 1 Brazilian Journal of Probability and Statistics 1 Scandinavian Actuarial Journal 1 Mathematical Modelling and Analysis 1 Journal of Forecasting 1 AStA. Advances in Statistical Analysis 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Time Series Econometrics all top 5 Fields 50 Statistics (62-XX) 10 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 210 times in 141 Documents Cited by ▼ Year ▼ Forecasting functional time series. Zbl 1293.62267Hyndman, Rob J.; Shang, Han Lin 29 2009 Optimal combination forecasts for hierarchical time series. Zbl 1464.62095Hyndman, Rob J.; Ahmed, Roman A.; Athanasopoulos, George; Shang, Han Lin 27 2011 Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density. Zbl 1305.62176Shang, Han Lin 15 2014 A plug-in bandwidth selection procedure for long-run covariance estimation with stationary functional time series. Zbl 1367.62094Rice, Gregory; Shang, Han Lin 13 2017 A survey of functional principal component analysis. Zbl 1443.62176Shang, Han Lin 12 2014 Long-range dependent curve time series. Zbl 1445.62231Li, Degui; Robinson, Peter M.; Shang, Han Lin 12 2020 Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density. Zbl 1306.65133Shang, Han Lin 10 2014 Mortality and life expectancy forecasting for a group of populations in developed countries: a multilevel functional data method. Zbl 1391.62249Shang, Han Lin 10 2016 Grouped multivariate and functional time series forecasting: an application to annuity pricing. Zbl 1394.62146Shang, Han Lin; Haberman, Steven 8 2017 Inference for the autocovariance of a functional time series under conditional heteroscedasticity. Zbl 1378.62073Kokoszka, Piotr; Rice, Gregory; Shang, Han Lin 8 2017 Nonparametric time series forecasting with dynamic updating. Zbl 1215.62098Shang, Han Lin; Hyndman, Rob. J. 8 2011 A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data. Zbl 1335.62079Shang, Han Lin 7 2016 Bootstrap methods for stationary functional time series. Zbl 06844704Shang, Han Lin 7 2018 Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density. Zbl 1471.62182Shang, Han Lin 7 2013 A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density. Zbl 06984049Zhang, Xibin; King, Maxwell L.; Shang, Han Lin 7 2014 High-dimensional functional time series forecasting: an application to age-specific mortality rates. Zbl 1415.62093Gao, Yuan; Shang, Han Lin; Yang, Yanrong 5 2019 Dynamic principal component regression: application to age-specific mortality forecasting. Zbl 1427.91241Shang, Han Lin 5 2019 Forecasting intraday S&P 500 index returns: a functional time series approach. Zbl 1397.62572Shang, Han Lin 4 2017 Intraday forecasts of a volatility index: functional time series methods with dynamic updating. Zbl 1434.62196Shang, Han Lin; Yang, Yang; Kearney, Fearghal 3 2019 A partial least squares approach for function-on-function interaction regression. Zbl 07360099Beyaztas, Ufuk; Shang, Han Lin 3 2021 Forecasting functional time series using weighted likelihood methodology. Zbl 07193882Beyaztas, Ufuk; Shang, Han Lin 2 2019 Functional time series approach for forecasting very short-term electricity demand. Zbl 07265784Shang, Han Lin 2 2013 Forecasting multiple functional time series in a group structure: an application to mortality. Zbl 1447.91148Shang, Han Lin; Haberman, Steven 2 2020 A Bayesian method for determining the optimal semi-metric and bandwidth in functional partial linear model with unknown error density. Zbl 1430.62083Shang, Han Lin 1 2014 Semiparametric regression using variational approximations. Zbl 1428.62156Hui, Francis K. C.; You, C.; Shang, H. L.; Müller, Samuel 1 2019 Resampling techniques for estimating the distribution of descriptive statistics of functional data. Zbl 1314.62128Shang, Han Lin 1 2015 Local Whittle estimation of long-range dependence for functional time series. Zbl 1476.62188Li, Degui; Robinson, Peter M.; Shang, Han Lin 1 2021 Estimation of a functional single index model with dependent errors and unknown error density. Zbl 1489.62117Shang, Han Lin 1 2020 A partial least squares approach for function-on-function interaction regression. Zbl 07360099Beyaztas, Ufuk; Shang, Han Lin 3 2021 Local Whittle estimation of long-range dependence for functional time series. Zbl 1476.62188Li, Degui; Robinson, Peter M.; Shang, Han Lin 1 2021 Long-range dependent curve time series. Zbl 1445.62231Li, Degui; Robinson, Peter M.; Shang, Han Lin 12 2020 Forecasting multiple functional time series in a group structure: an application to mortality. Zbl 1447.91148Shang, Han Lin; Haberman, Steven 2 2020 Estimation of a functional single index model with dependent errors and unknown error density. Zbl 1489.62117Shang, Han Lin 1 2020 High-dimensional functional time series forecasting: an application to age-specific mortality rates. Zbl 1415.62093Gao, Yuan; Shang, Han Lin; Yang, Yanrong 5 2019 Dynamic principal component regression: application to age-specific mortality forecasting. Zbl 1427.91241Shang, Han Lin 5 2019 Intraday forecasts of a volatility index: functional time series methods with dynamic updating. Zbl 1434.62196Shang, Han Lin; Yang, Yang; Kearney, Fearghal 3 2019 Forecasting functional time series using weighted likelihood methodology. Zbl 07193882Beyaztas, Ufuk; Shang, Han Lin 2 2019 Semiparametric regression using variational approximations. Zbl 1428.62156Hui, Francis K. C.; You, C.; Shang, H. L.; Müller, Samuel 1 2019 Bootstrap methods for stationary functional time series. Zbl 06844704Shang, Han Lin 7 2018 A plug-in bandwidth selection procedure for long-run covariance estimation with stationary functional time series. Zbl 1367.62094Rice, Gregory; Shang, Han Lin 13 2017 Grouped multivariate and functional time series forecasting: an application to annuity pricing. Zbl 1394.62146Shang, Han Lin; Haberman, Steven 8 2017 Inference for the autocovariance of a functional time series under conditional heteroscedasticity. Zbl 1378.62073Kokoszka, Piotr; Rice, Gregory; Shang, Han Lin 8 2017 Forecasting intraday S&P 500 index returns: a functional time series approach. Zbl 1397.62572Shang, Han Lin 4 2017 Mortality and life expectancy forecasting for a group of populations in developed countries: a multilevel functional data method. Zbl 1391.62249Shang, Han Lin 10 2016 A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data. Zbl 1335.62079Shang, Han Lin 7 2016 Resampling techniques for estimating the distribution of descriptive statistics of functional data. Zbl 1314.62128Shang, Han Lin 1 2015 Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density. Zbl 1305.62176Shang, Han Lin 15 2014 A survey of functional principal component analysis. Zbl 1443.62176Shang, Han Lin 12 2014 Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density. Zbl 1306.65133Shang, Han Lin 10 2014 A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density. Zbl 06984049Zhang, Xibin; King, Maxwell L.; Shang, Han Lin 7 2014 A Bayesian method for determining the optimal semi-metric and bandwidth in functional partial linear model with unknown error density. Zbl 1430.62083Shang, Han Lin 1 2014 Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density. Zbl 1471.62182Shang, Han Lin 7 2013 Functional time series approach for forecasting very short-term electricity demand. Zbl 07265784Shang, Han Lin 2 2013 Optimal combination forecasts for hierarchical time series. Zbl 1464.62095Hyndman, Rob J.; Ahmed, Roman A.; Athanasopoulos, George; Shang, Han Lin 27 2011 Nonparametric time series forecasting with dynamic updating. Zbl 1215.62098Shang, Han Lin; Hyndman, Rob. J. 8 2011 Forecasting functional time series. Zbl 1293.62267Hyndman, Rob J.; Shang, Han Lin 29 2009 all cited Publications top 5 cited Publications all top 5 Cited by 247 Authors 27 Shang, Han Lin 9 Hyndman, Rob J. 6 Bouzebda, Salim 6 Laksaci, Ali 6 Vieu, Philippe 4 Beyaztas, Ufuk 4 Ling, Nengxiang 4 Rachdi, Mustapha 3 Athanasopoulos, George 3 Haberman, Steven 3 Kourentzes, Nikolaos 3 Li, Han 3 Yang, Yanrong 3 Zougab, Nabil 2 Adjabi, Smail 2 Aneiros-Pérez, Germán 2 Attouch, Mohammed Kadi 2 Boente, Graciela 2 Boylan, John E. 2 Chagny, Gaëlle 2 Chaouch, Mohamed Ali 2 Dette, Holger 2 Djerroud, Lamia 2 Gencay, Ramazan 2 Guo, Shaojun 2 Hörmann, Siegfried 2 Huang, Jianhua Z. 2 Kiessé, Tristan Senga 2 Kokonendji, Célestin Clotaire 2 Li, Hong 2 Nemouchi, Boutheina 2 Ould-Saïd, Elias 2 Panagiotelis, Anastasios 2 Paparoditis, Efstathios 2 Petropoulos, Fotios 2 Qiao, Xinghao 2 Rice, Gregory 2 Roche, Angelina 2 Shen, Haipeng 2 Wickramasuriya, Shanika L. 2 Wu, Ruhao 2 Yang, Yang 2 Zhao, Yuqian 1 Abolghasemi, Mahdi 1 Ait-Hennani, Larbi 1 Akkal, Fatima 1 Akyildirim, Erdinç 1 Al-Kandari, Noriah M. A. 1 Alexander, Carol 1 Ali, Haithem Taha Mohammed 1 Alin, Aylin 1 Almanjahie, Ibrahim Mufrah 1 Alonso, Estrella 1 Antonio, Katrien 1 Arnold, Séverine 1 Ashouri, Mahsa 1 Babai, Zied 1 Bariviera, Aurelio F. 1 Barrow, Devon 1 Bedouhene, Kahina 1 Bekiros, Stelios D. 1 Ben Taieb, Souhaib 1 Benallou, M. 1 Benchikh, Tawfik 1 Beran, Jan 1 Bergmeir, Christoph 1 Bewli, Jagtej 1 Bingham, Nicholas Hugh 1 Blake, David 1 Bouabsa, Wahiba 1 Bozikas, Apostolos 1 Brdyś, Marcin T. 1 Brdys, Mietek A. 1 Bücher, Axel 1 Cairns, Andrew J. G. 1 Castrillon-Candas, Julio Enrique 1 Cerovecki, Clément 1 Chen, Dirong 1 Chen, Huijing 1 Chen, Lu-Hung 1 Chen, Yichao 1 Cheng, Kun 1 Chiann, Chang 1 Chikr Elmezouar, Zouaoui 1 de Boer, Wouter 1 de Vries, Robert 1 De Waegenaere, Anja 1 Devriendt, Sander 1 Duc Khuong Nguyen 1 Eckert, Florian 1 El Karoui, Nicole 1 Elhattab, Issam 1 Elías, Antonio 1 Escanciano, Juan Carlos 1 Fang, Qin 1 Farquharson, Franziska 1 Fetitah, Omar 1 Fonseca, Rodney Vasconcelos 1 Gao, Yuan 1 Gardes, Laurent ...and 147 more Authors all top 5 Cited in 48 Serials 18 Journal of Multivariate Analysis 11 European Journal of Operational Research 9 Journal of Nonparametric Statistics 8 Insurance Mathematics & Economics 7 Electronic Journal of Statistics 5 Metrika 5 Journal of Applied Statistics 4 Annals of Operations Research 4 Computational Statistics 4 Computational Statistics and Data Analysis 4 The Annals of Applied Statistics 4 Statistics and Computing 3 Journal of the American Statistical Association 3 Communications in Statistics. Simulation and Computation 3 Communications in Statistics. Theory and Methods 3 Journal of Statistical Computation and Simulation 3 ASTIN Bulletin 2 Annals of the Institute of Statistical Mathematics 2 Journal of Statistical Planning and Inference 2 Economics Letters 2 Statistical Papers 2 Journal of Mathematical Sciences (New York) 2 Bernoulli 2 Brazilian Journal of Probability and Statistics 2 Scandinavian Actuarial Journal 2 Journal of Systems Science and Complexity 2 Applications and Applied Mathematics 2 Journal of Statistical Theory and Practice 2 Journal of Time Series Econometrics 1 Scandinavian Journal of Statistics 1 The Annals of Statistics 1 Journal of Econometrics 1 Statistics & Probability Letters 1 Revista Colombiana de Estadística 1 Statistics 1 Machine Learning 1 Monte Carlo Methods and Applications 1 Fractional Calculus & Applied Analysis 1 International Journal of Applied Mathematics and Computer Science 1 Bulletin of the Institute of Mathematics. Academia Sinica. New Series 1 AStA. Advances in Statistical Analysis 1 Advances in Mathematical Physics 1 Probability Surveys 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Sankhyā. Series B 1 European Actuarial Journal 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 15 Fields 132 Statistics (62-XX) 22 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 16 Probability theory and stochastic processes (60-XX) 7 Numerical analysis (65-XX) 5 Computer science (68-XX) 5 Operations research, mathematical programming (90-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) 2 Geophysics (86-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Mathematics education (97-XX) Citations by Year