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Hyndman, Rob J.

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Author ID: hyndman.rob-j Recent zbMATH articles by "Hyndman, Rob J."
Published as: Hyndman, R. J.; Hyndman, Rob; Hyndman, Rob J.; Hyndman, Rob. J.
External Links: MGP · Wikidata · GND
Documents Indexed: 45 Publications since 1991, including 1 Book

Publications by Year

Citations contained in zbMATH

30 Publications have been cited 420 times in 340 Documents Cited by Year
Robust forecasting of mortality and fertility rates: a functional data approach. Zbl 1162.62434
Hyndman, Rob J.; Ullah, Md. Shahid
83
2007
Non-Gaussian conditional linear AR(1) models. Zbl 1018.62065
Grunwald, Gary K.; Hyndman, Rob J.; Tedesco, Leanna; Tweedie, Richard L.
52
2000
Nonparametric estimation and symmetry tests for conditional density functions. Zbl 1013.62040
Hyndman, Rob J.; Yao, Qiwei
36
2002
Bandwidth selection for kernel conditional density estimation. Zbl 1038.62034
Bashtannyk, D. M.; Hyndman, R. J.
35
2001
A Bayesian approach to bandwidth selection for multivariate kernel density estimation. Zbl 1445.62077
Zhang, Xibin; King, Maxwell L.; Hyndman, Rob J.
32
2006
Forecasting with exponential smoothing. The state space approach. Zbl 1211.62165
Hyndman, R. J.; Koehler, Anne B.; Ord, J. Keith; Snyder, Ralph D.
29
2008
Optimal combination forecasts for hierarchical time series. Zbl 06917716
Hyndman, Rob J.; Ahmed, Roman A.; Athanasopoulos, George; Shang, Han Lin
19
2011
Forecasting functional time series. Zbl 1293.62267
Hyndman, Rob J.; Shang, Han Lin
19
2009
Improved methods for bandwidth selection when estimating ROC curves. Zbl 1113.62316
Hall, Peter G.; Hyndman, Rob J.
15
2003
Forecasting time series with complex seasonal patterns using exponential smoothing. Zbl 1234.62123
De Livera, Alysha M.; Hyndman, Rob J.; Snyder, Ralph D.
14
2011
Forecasting time series with multiple seasonal patterns. Zbl 1142.62070
Gould, Phillip G.; Koehler, Anne B.; Ord, J. Keith; Snyder, Ralph D.; Hyndman, Rob J.; Vahid-Araghi, Farshid
14
2008
Fast computation of reconciled forecasts for hierarchical and grouped time series. Zbl 06918489
Hyndman, Rob J.; Lee, Alan J.; Wang, Earo
9
2016
Some properties and generalizations of non-negative Bayesian time series models. Zbl 1090.62556
Grunwald, Gary K.; Hamza, Kais; Hyndman, Rob J.
7
1997
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization. Zbl 1420.62402
Wickramasuriya, Shanika L.; Athanasopoulos, George; Hyndman, Rob J.
6
2019
Nonparametric time series forecasting with dynamic updating. Zbl 1215.62098
Shang, Han Lin; Hyndman, Rob. J.
6
2011
Nonparametric confidence intervals for receiver operating characteristic curves. Zbl 1108.62046
Hall, Peter; Hyndman, Rob J.; Fan, Yanan
6
2004
Ressidual diagnostic plots for checking for model mis-specification in time series regression. Zbl 0992.62081
Fraccaro, Richard; Hyndman, Rob J.; Veevers, Alan
5
2000
Nonparametric autocovariance function estimation. Zbl 0899.62053
Hyndman, R. J.; Wand, M. P.
5
1997
Continuous time threshold autoregressive models. Zbl 0824.62082
Brockwell, Peter J.; Hyndman, Rob J.; Grunwald, Gary K.
5
1991
Forecasting with temporal hierarchies. Zbl 1403.62154
Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, Nikolaos; Petropoulos, Fotios
4
2017
A note on the validity of cross-validation for evaluating autoregressive time series prediction. Zbl 06920205
Bergmeir, Christoph; Hyndman, Rob J.; Koo, Bonsoo
3
2018
Half-life estimation based on the bias-corrected bootstrap: a highest density region approach. Zbl 1161.62327
Kim, Jae H.; Silvapulle, Param; Hyndman, Rob J.
3
2007
Exponential smoothing models: means and variances for lead-time demand. Zbl 1065.90003
Snyder, Ralph D.; Koehler, Anne B.; Hyndman, Rob J.; Ord, J. Keith
3
2004
Yule-Walker estimates for continuous-time autoregressive models. Zbl 0771.62070
Hyndman, Rob J.
3
1993
Exploring the sources of uncertainty: why does bagging for time series forecasting work? Zbl 1403.62169
Petropoulos, Fotios; Hyndman, Rob J.; Bergmeir, Christoph
2
2018
On sampling methods for costly multi-objective black-box optimization. Zbl 1355.90095
Steponavičė, Ingrida; Shirazi-Manesh, Mojdeh; Hyndman, Rob J.; Smith-Miles, Kate; Villanova, Laura
1
2016
Discussion of “High-dimensional autocovariance matrices and optimal linear prediction”. Zbl 1309.62153
Hyndman, Rob J.
1
2015
The admissible parameter space for exponential smoothing models. Zbl 1332.62358
Hyndman, Rob J.; Akram, Muhammad; Archibald, Blyth C.
1
2008
Local linear forecasts using cubic smoothing splines. Zbl 1108.62096
Hyndman, Rob J.; King, Maxwell L.; Pitrun, Ivet; Billah, Baki
1
2005
Smoothing non-Gaussian time series with autoregressive structure. Zbl 1042.62601
Grunwald, Gary K.; Hyndman, Rob J.
1
1998
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization. Zbl 1420.62402
Wickramasuriya, Shanika L.; Athanasopoulos, George; Hyndman, Rob J.
6
2019
A note on the validity of cross-validation for evaluating autoregressive time series prediction. Zbl 06920205
Bergmeir, Christoph; Hyndman, Rob J.; Koo, Bonsoo
3
2018
Exploring the sources of uncertainty: why does bagging for time series forecasting work? Zbl 1403.62169
Petropoulos, Fotios; Hyndman, Rob J.; Bergmeir, Christoph
2
2018
Forecasting with temporal hierarchies. Zbl 1403.62154
Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, Nikolaos; Petropoulos, Fotios
4
2017
Fast computation of reconciled forecasts for hierarchical and grouped time series. Zbl 06918489
Hyndman, Rob J.; Lee, Alan J.; Wang, Earo
9
2016
On sampling methods for costly multi-objective black-box optimization. Zbl 1355.90095
Steponavičė, Ingrida; Shirazi-Manesh, Mojdeh; Hyndman, Rob J.; Smith-Miles, Kate; Villanova, Laura
1
2016
Discussion of “High-dimensional autocovariance matrices and optimal linear prediction”. Zbl 1309.62153
Hyndman, Rob J.
1
2015
Optimal combination forecasts for hierarchical time series. Zbl 06917716
Hyndman, Rob J.; Ahmed, Roman A.; Athanasopoulos, George; Shang, Han Lin
19
2011
Forecasting time series with complex seasonal patterns using exponential smoothing. Zbl 1234.62123
De Livera, Alysha M.; Hyndman, Rob J.; Snyder, Ralph D.
14
2011
Nonparametric time series forecasting with dynamic updating. Zbl 1215.62098
Shang, Han Lin; Hyndman, Rob. J.
6
2011
Forecasting functional time series. Zbl 1293.62267
Hyndman, Rob J.; Shang, Han Lin
19
2009
Forecasting with exponential smoothing. The state space approach. Zbl 1211.62165
Hyndman, R. J.; Koehler, Anne B.; Ord, J. Keith; Snyder, Ralph D.
29
2008
Forecasting time series with multiple seasonal patterns. Zbl 1142.62070
Gould, Phillip G.; Koehler, Anne B.; Ord, J. Keith; Snyder, Ralph D.; Hyndman, Rob J.; Vahid-Araghi, Farshid
14
2008
The admissible parameter space for exponential smoothing models. Zbl 1332.62358
Hyndman, Rob J.; Akram, Muhammad; Archibald, Blyth C.
1
2008
Robust forecasting of mortality and fertility rates: a functional data approach. Zbl 1162.62434
Hyndman, Rob J.; Ullah, Md. Shahid
83
2007
Half-life estimation based on the bias-corrected bootstrap: a highest density region approach. Zbl 1161.62327
Kim, Jae H.; Silvapulle, Param; Hyndman, Rob J.
3
2007
A Bayesian approach to bandwidth selection for multivariate kernel density estimation. Zbl 1445.62077
Zhang, Xibin; King, Maxwell L.; Hyndman, Rob J.
32
2006
Local linear forecasts using cubic smoothing splines. Zbl 1108.62096
Hyndman, Rob J.; King, Maxwell L.; Pitrun, Ivet; Billah, Baki
1
2005
Nonparametric confidence intervals for receiver operating characteristic curves. Zbl 1108.62046
Hall, Peter; Hyndman, Rob J.; Fan, Yanan
6
2004
Exponential smoothing models: means and variances for lead-time demand. Zbl 1065.90003
Snyder, Ralph D.; Koehler, Anne B.; Hyndman, Rob J.; Ord, J. Keith
3
2004
Improved methods for bandwidth selection when estimating ROC curves. Zbl 1113.62316
Hall, Peter G.; Hyndman, Rob J.
15
2003
Nonparametric estimation and symmetry tests for conditional density functions. Zbl 1013.62040
Hyndman, Rob J.; Yao, Qiwei
36
2002
Bandwidth selection for kernel conditional density estimation. Zbl 1038.62034
Bashtannyk, D. M.; Hyndman, R. J.
35
2001
Non-Gaussian conditional linear AR(1) models. Zbl 1018.62065
Grunwald, Gary K.; Hyndman, Rob J.; Tedesco, Leanna; Tweedie, Richard L.
52
2000
Ressidual diagnostic plots for checking for model mis-specification in time series regression. Zbl 0992.62081
Fraccaro, Richard; Hyndman, Rob J.; Veevers, Alan
5
2000
Smoothing non-Gaussian time series with autoregressive structure. Zbl 1042.62601
Grunwald, Gary K.; Hyndman, Rob J.
1
1998
Some properties and generalizations of non-negative Bayesian time series models. Zbl 1090.62556
Grunwald, Gary K.; Hamza, Kais; Hyndman, Rob J.
7
1997
Nonparametric autocovariance function estimation. Zbl 0899.62053
Hyndman, R. J.; Wand, M. P.
5
1997
Yule-Walker estimates for continuous-time autoregressive models. Zbl 0771.62070
Hyndman, Rob J.
3
1993
Continuous time threshold autoregressive models. Zbl 0824.62082
Brockwell, Peter J.; Hyndman, Rob J.; Grunwald, Gary K.
5
1991
all top 5

Cited by 626 Authors

19 Shang, Han Lin
15 Hyndman, Rob J.
13 Weiß, Christian H.
11 Zougab, Nabil
10 Adjabi, Smail
8 Haberman, Steven
7 Basawa, Ishwar V.
7 Jung, Robert C.
7 Kokonendji, Célestin Clotaire
6 Denuit, Michel M.
6 Tremayne, Andrew R.
5 Möller, Tobias A.
4 D’Amato, Valeria
4 Hwang, Sun Young
4 Liang, Hanying
4 Taylor, James W.
4 Yao, Qiwei
3 Bali, Juan Lucas
3 Boente, Graciela
3 Christiansen, Marcus Christian
3 Djehiche, Boualem
3 Genton, Marc G.
3 Hatzopoulos, Peter
3 Kim, Heeyoung
3 Li, Han
3 Löfdahl, Björn
3 Madani, Fethi
3 Peng, Liang
3 Piscopo, Gabriella
3 Russolillo, Maria
3 Snyder, Ralph D.
3 Vieu, Philippe
3 Wu, Hau-Tieng
3 Zhang, Xibin
2 Athanasopoulos, George
2 Baddeley, Adrian John
2 Belaid, Nawal
2 Bernardi, Mauro
2 Billor, Nedret
2 Blake, David
2 Bouezmarni, Taoufik
2 Brockwell, Peter J.
2 Cao, Ricardo
2 Cerqueira, Vitor
2 Chagny, Gaëlle
2 Chan, Kung-Sik
2 Chang, Yuan-chin Ivan
2 Chen, Qian
2 Chen, Tao
2 Davies, Tilman M.
2 Dumitrescu, Monica E. Bad
2 Fan, Jianqing
2 Gencay, Ramazan
2 González-Manteiga, Wenceslao
2 Gouveia, Sónia
2 Grunwald, Gary K.
2 Hörmann, Siegfried
2 Huang, Jianhua Z.
2 Jacho-Chávez, David Tomás
2 Jeon, Jooyoung
2 Jiang, Ping
2 Jokiel-Rokita, Alicja
2 Karlis, Dimitris
2 Khardani, Salah
2 King, Maxwell Leslie
2 Kourentzes, Nikolaos
2 Lacour, Claire
2 Laksaci, Ali
2 Lazăr, Dorina
2 Liu, Shuangzhe
2 Lopez, Olivier
2 Ludkovski, Michael
2 Martínez-Hernández, Israel
2 Neudecker, Heinz
2 Ngatchou Wandji, Joseph
2 Nielsen, Jens Perch
2 Niu, Sili
2 Palma, Wilfredo
2 Pedeli, Xanthi
2 Petrella, Lea
2 Popovici, Georgiana
2 Pulit, Michał
2 Rachdi, Mustapha
2 Risk, Jimmy
2 Schweer, Sebastian
2 Scotto, Manuel G.
2 Shen, Haipeng
2 Shin, Hyejin
2 Su, Fei
2 Torgo, Luis
2 Tripathi, Gautam
2 Walker, Stephen Grahm
2 Wang, Dehui
2 Wei, Bocheng
2 Wickramasuriya, Shanika L.
2 Yager, Ronald R.
2 Zhang, Haixiang
2 Zhou, Jin
2 Ziane, Yasmina
1 Açar, Tuğba Söküt
...and 526 more Authors
all top 5

Cited in 91 Serials

36 Computational Statistics and Data Analysis
21 Insurance Mathematics & Economics
18 European Journal of Operational Research
12 Journal of Multivariate Analysis
11 Communications in Statistics. Theory and Methods
10 Statistics & Probability Letters
10 Statistics and Computing
9 Journal of Statistical Computation and Simulation
9 Journal of the Korean Statistical Society
8 The Annals of Statistics
8 Journal of Econometrics
8 Journal of Time Series Analysis
7 Journal of Statistical Planning and Inference
6 Journal of the American Statistical Association
6 Statistical Modelling
6 ASTIN Bulletin
5 Computational Statistics
5 Applied Mathematical Modelling
5 Test
5 Statistical Papers
5 Journal of Nonparametric Statistics
5 Journal of Applied Statistics
5 North American Actuarial Journal
5 AStA. Advances in Statistical Analysis
5 Electronic Journal of Statistics
5 The Annals of Applied Statistics
4 Annals of the Institute of Statistical Mathematics
4 Economics Letters
3 Metrika
3 Machine Learning
3 Communications in Statistics. Simulation and Computation
3 Bernoulli
3 Methodology and Computing in Applied Probability
3 Scandinavian Actuarial Journal
3 Journal of Statistical Theory and Practice
3 Algorithms
3 European Actuarial Journal
2 Scandinavian Journal of Statistics
2 Information Sciences
2 Mathematics and Computers in Simulation
2 Computers & Operations Research
2 Annals of Operations Research
2 International Journal of Computer Mathematics
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 Applied and Computational Harmonic Analysis
2 Journal of Mathematical Sciences (New York)
2 Econometric Theory
2 Applied Stochastic Models in Business and Industry
2 Journal of Systems Science and Complexity
2 Bayesian Analysis
1 The Canadian Journal of Statistics
1 Mathematical Methods in the Applied Sciences
1 Biometrical Journal
1 Journal of Applied Probability
1 Kybernetika
1 Opsearch
1 Acta Mathematicae Applicatae Sinica. English Series
1 Statistics
1 Journal of Computer Science and Technology
1 International Journal of Approximate Reasoning
1 Journal of Applied Mathematics and Stochastic Analysis
1 Signal Processing
1 The Annals of Applied Probability
1 Journal of Global Optimization
1 Economic Quality Control
1 Pattern Recognition
1 Computational Optimization and Applications
1 Applied Mathematics. Series B (English Edition)
1 Mathematical Methods of Statistics
1 Monte Carlo Methods and Applications
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Australian & New Zealand Journal of Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Extremes
1 International Journal of Applied Mathematics and Computer Science
1 CEJOR. Central European Journal of Operations Research
1 RAIRO. Operations Research
1 Brazilian Journal of Probability and Statistics
1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
1 Entropy
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 International Journal of Wavelets, Multiresolution and Information Processing
1 International Journal of Computational Methods
1 Computational Management Science
1 Statistical Methods and Applications
1 Statistical Methodology
1 ALEA. Latin American Journal of Probability and Mathematical Statistics
1 Pesquisa Operacional
1 Arabian Journal of Mathematics
1 Stochastic Systems
1 Philosophical Transactions of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences

Citations by Year

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