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@article{acfplots14,
title = {Discussion of ``High-dimensional autocovariance matrices and optimal linear prediction''},
author = {Rob J Hyndman},
year = 2015,
number = {1},
pages = {792-796},
volume = {9},
journal = {Electronic J. Statistics}
}
@inbook{AGH95,
title = {Information technology in research},
author = {Rita L Axford and Gary K Grunwald and Rob J Hyndman},
year = {1995},
editor = {E Hovenga and M Kidd and B Cesnik},
publisher = {Churchill Livingstone},
booktitle = {Health informatics: an overview}
}
@article{AH11,
title = {The value of feedback in forecasting competitions},
author = {George Athanasopoulos and Rob J Hyndman},
year = 2011,
number = {3},
pages = {845--849},
volume = {27},
journal = {International J Forecasting},
publisher = {Elsevier B.V.}
}
@article{AHO09,
title = {Exponential smoothing and non-negative data},
author = {Muhammad Akram and Rob J Hyndman and J K Ord},
year = 2009,
number = {4},
pages = {415--432},
volume = {51},
journal = {Australian \& New Zealand J Statistics}
}
@article{AHSW11,
title = {The tourism forecasting competition},
author = {George Athanasopoulos and Rob J Hyndman and Haiyan Song and Doris C Wu},
year = 2011,
number = {3},
pages = {822--844},
volume = {27},
journal = {International J Forecasting},
publisher = {Elsevier B.V.}
}
@report{AIHW12,
title = {An enhanced mortality database for estimating Indigenous life expectancy: a feasibility study},
author = {Ching Choi and Rob J Hyndman and Len Smith and Kun Zhao and Tetteh Dugbaza},
year = {2012},
note = {Cat.\ no.\ IHW 75, Australian Institute of Health and Welfare},
url = {http://bit.ly/aihw2012},
address = {Canberra, Australia},
keywords = {misc}
}
@report{AIHW17,
title = {Trends in indigenous mortality and life expectancy 2001--2015},
author = {Tetteh Dugbaza and Fadwa Al-Yaman and Tracy Dixon and Richard Solon and Ching Choi and Rob J Hyndman and Len Smith and Kun Zhao and },
year = {2017},
note = {Cat.\ no.\ IHW 174, Australian Institute of Health and Welfare},
url = {http://bit.ly/aihw2017},
address = {Canberra, Australia},
keywords = {misc}
}
@techreport{ausmacrodata,
title = {The {Australian Macro Database}: An online resource for macroeconomic research in {Australia}},
author = {Timur Behlul and Anastasios Panagiotelis and George Athanasopoulos and Rob J Hyndman and Farshid Vahid},
institution = {Department of Econometrics \& Business Statistics, Monash University},
year = 2017,
number = {17/01},
type = {Working paper},
url = {http://robjhyndman.com/publications/ausmacrodata}
}
@article{ausmacrofcast,
title = {Macroeconomic forecasting for {Australia} using a large number of predictors},
author = {Anastasios Panagiotelis and George Athanasopoulos and Rob J Hyndman and Bin Jiang and Farshid Vahid},
year = 2019,
journal = {International J Forecasting},
volume = {35},
number = {2},
pages = {616-633},
url = {http://robjhyndman.com/publications/ausmacrofcast}
}
@article{austourism,
title = {Modelling and forecasting {Australian} domestic tourism},
author = {George Athanasopoulos and Rob J Hyndman},
year = 2008,
number = {1},
pages = {19--31},
volume = {29},
journal = {Tourism Management}
}
@article{baggedETS,
title = {Bagging exponential smoothing methods using {STL} decomposition and {Box-Cox} transformation},
author = {Christoph Bergmeir and Rob J Hyndman and Jos{\a'e} M Ben{\i}tez},
year = 2016,
number = {2},
pages = {303--312},
volume = {32},
journal = {International J Forecasting}
}
@article{bagginguncertainty,
title = {Exploring the sources of uncertainty: why does bagging for time series forecasting work?},
author = {Fotios Petropoulos and Rob J Hyndman and Christoph Bergmeir},
journal = {European J Operational Research},
year = 2018,
volume = {268},
number = {2},
pages = {545-554}
}
@techreport{BayesianRankVAR,
title = {Bayesian rank selection in multivariate regression},
author = {Bin Jiang and Anastasios Panagiotelis and George Athanasopoulos and Rob J Hyndman and Farshid Vahid},
institution = {Department of Econometrics \& Business Statistics, Monash University},
year = 2016,
number = {05/16},
type = {Working paper},
url = {http://robjhyndman.com/publications/bayesian-rank-selection-in-multivariate-regression/}
}
@article{BH01,
title = {Bandwidth selection for kernel conditional density estimation},
author = {David M Bashtannyk and Rob J Hyndman},
year = 2001,
number = {3},
pages = {279--298},
volume = {36},
journal = {Computational Statistics \& Data Analysis},
publisher = {Elsevier}
}
@article{BH92,
title = {On continuous-time threshold autoregression},
author = {Peter J Brockwell and Rob J Hyndman},
year = {1992},
number = {2},
pages = {157--173},
volume = {8},
journal = {International J Forecasting},
publisher = {Elsevier}
}
@article{BHG91,
title = {Continuous time threshold autoregressive models},
author = {Peter J Brockwell and Rob J Hyndman and Gary K Grunwald},
year = {1991},
pages = {401--410},
volume = {1},
journal = {Statistica Sinica}
}
@article{BHK05,
title = {Empirical information criteria for time series forecasting model selection},
author = {Md Baki Billah and Rob J Hyndman and Anne B Koehler},
year = 2005,
number = {10},
pages = {831--840},
volume = {75},
institution = {Department of Econometrics \& Business Statistics, Monash University},
journal = {J Statistical Computation and Simulation}
}
@inbook{BHT14,
title = {Prospective Life Tables},
author = {Heather Booth and Rob J Hyndman and Leonie Tickle},
booktitle = {Computational Actuarial Science with {R}},
editor = {Arthur Charpentier},
year = 2014,
chapter = {8},
pages = {323--348},
publisher = {Chapman \& Hall/CRC},
journal = {Computational Actuarial Science, with R}
}
@article{bivarridges,
title = {Bivariate smoothing of mortality surfaces with cohort and period ridges},
journal = {Stat},
volume = {7},
number = {e199},
author = {Alexander Dokumentov and Rob J Hyndman and Leonie Tickle},
year = 2018
}
@inproceedings{boostingar,
title = {Boosting multi-step autoregressive forecasts},
author = {Souhaib {Ben~Taieb} and Rob J Hyndman},
booktitle = {Proceedings of The 31st International Conference on Machine Learning},
year = 2014,
pages = {109--117},
url = {http://jmlr.org/proceedings/papers/v32/taieb14.pdf},
address = {Beijing, China. June 2014}
}
@review{BR00,
title = {Nonparametric Econometrics by {A. Pagan and A. Ullah} ({Cambridge
University Press, Cambridge}, {UK}, 1999), pp.xviii+424},
author = {Rob J Hyndman},
year = 2000,
pages = {309--311},
volume = {76},
journal = {The Economic Record}
}
@review{BR96,
title = {Book review of ``{Kernel} smoothing'' ({Wand} and {Jones}, 1995)},
author = {Rob J Hyndman},
year = {1996},
pages = {677--678},
volume = {23},
journal = {J Applied Statistics}
}
@review{BR98a,
title = {Book review of ``{Smoothing} methods in statistics'' ({Simonoff},
1996)},
author = {Rob J Hyndman},
year = {1998},
number = {2},
pages = {251--252},
volume = {40},
journal = {Australian \& New Zealand J Statistics}
}
@review{BR98b,
title = {Book review of ``{Leading} personalities in the statistical
sciences: from the seventeenth century to the present'' ({Kotz} and
{Johnson}, 1998)},
author = {Rob J Hyndman},
year = {1998},
number = {3},
pages = {382--383},
volume = {40},
journal = {Australian \& New Zealand J Statistics}
}
@review{BR99a,
title = {Book review of ``{Statistically} speaking: a dictionary of
quotations'' ({Gaither} and {Cavazos-Gaither}, 1996)},
author = {Rob J Hyndman},
year = {1999},
number = {3},
pages = {380--382},
volume = {41},
journal = {Australian \& New Zealand J Statistics}
}
@review{BR99b,
title = {Book review of ``{A} primer of mathematical writing'' ({Krantz}, 1997)
and ``{Handbook} of writing for the mathematical sciences'' ({Higham},
1998)},
author = {Rob J Hyndman},
year = {1999},
number = {2},
pages = {252--253},
volume = {41},
journal = {Australian \& New Zealand J Statistics}
}
@review{BR99c,
title = {Book review of ``{Chance} encounters: a first course in data
analysis and inference'' ({Wild and Seber}, 2000)},
author = {Rob J Hyndman},
year = {1999},
number = {4},
pages = {493--495},
volume = {41},
journal = {Australian \& New Zealand J Statistics}
}
@article{calendarviz,
author = {Earo Wang and Dianne Cook and Rob J Hyndman},
year = 2020,
title = {Calendar-based graphics for visualizing people's daily schedules},
journal = {J Computational \& Graphical Statistics},
volume = 29,
number = 3,
pages = {490-502},
url = {http://robjhyndman.com/publications/calendar-vis}
}
@article{Carta2011,
title = {Method for optimizing coating properties based on an evolutionary algorithm approach},
author = {Davide Carta and Laura Villanova and Stefano Costacurta and Alessandro Patelli and Irene Poli and Simone Vezzù and Paolo Scopece and Fabio Lisi and Kate Smith-Miles and Rob J Hyndman and Anita J Hill and Paolo Falcaro},
year = 2011,
number = {16},
pages = {6373--6380},
volume = {83},
journal = {Analytical Chemistry}
}
@article{causality2022,
author = {Rob J Hyndman},
year = 2023,
title = {Forecasting, causality and feedback},
journal = {International J Forecasting},
volume = 39,
number = 2,
pages = {558-560},
url = {http://robjhyndman.com/publications/causality.html}
}
@article{chfr,
author = {Mahdi Abolghasemi and Rob J Hyndman and Evangelos Spiliotis and Christoph Bergmeir},
year = 2022,
title = {Model selection in reconciling hierarchical time series},
journal = {Machine Learning},
volume = 111,
pages = {739–789},
url = {http://arxiv.org/abs/2010.10742},
doi = {10.1007/s10994-021-06126-z}
}
@article{CHW02,
title = {Mixed model-based hazard estimation},
author = {Tianxi Cai and Rob J Hyndman and Matthew P Wand},
year = 2002,
number = {4},
pages = {784--798},
volume = {11},
journal = {J Computational \& Graphical Statistics},
publisher = {ASA}
}
@inproceedings{cikm2015,
title = {Large-scale unusual time series detection},
author = {Rob J Hyndman and Earo Wang and Nikolay Laptev},
booktitle = {Proceedings of the IEEE International Conference on Data Mining},
year = 2015,
pages = {1616--1619},
publisher = {Atlantic City, NJ, USA. 14--17 November 2015}
}
@article{coherentprob,
author = {Anastasios Panagiotelis and Puwasala Gamakumara and George Athanasopoulos and Rob J Hyndman},
year = 2023,
title = {Probabilistic forecast reconciliation: properties, evaluation and score optimisation},
journal = {European J Operational Research},
volume = 306,
number = 2,
pages = {693-706},
url = {http://robjhyndman.com/publications/coherentprob/}
}
@inbook{colorectal,
author = {Don Vicendese and L Te Marvelde and P D McNair and Souhaib {Ben Taieb} and Rob J Hyndman and R Thomas},
title = {Predicting the whole distribution with methods for depth data analysis demonstrated on a colorectal cancer treatment study},
year = 2019,
booktitle = {Statistics and Data Science},
editor = {H Nguyen},
publisher = {Springer},
address = {Singapore},
series = {Communications in Computer and Information Science},
volume = 1150,
pages = {162-182}
}
@article{combinations,
title = {Forecast combinations: an over 50-year review},
author = {Xiaoqian Wang and Rob J Hyndman and Feng Li and Yanfei Kang},
year = 2023,
url = {http://robjhyndman.com/publications/combinations/},
journal = {International J Forecasting},
volume = 39,
number = 4,
pages = {1518-1547}
}
@unpublished{condnormts,
author = {Puwasala Gamakumara and Edgar Santos-Fernandez and Priyanga Dilini Talagala and Rob J Hyndman and Kerrie Mengersen and Catherine Leigh},
title = {Conditional normalization in time series analysis},
year = {2023},
url = {http://arxiv.org/abs/2305.12651}
}
@article{covid2020,
author = {Moss, Robert and Price, David J. and Golding, Nick and Dawson, Peter and McVernon, Jodie and Hyndman, Rob J. and Shearer, Freya M. and McCaw, James M.},
title = {Forecasting {COVID-19} activity in {Australia} to support pandemic response: {May} to {October} 2020},
year = {2023},
journal = {Scientific Reports},
volume = {13},
number = 8763,
url = {http://doi.org/10.1038/s41598-023-35668-6}
}
@article{covidtourism,
author = {George Athanasopoulos and Rob J Hyndman and Nikolaos Kourentzes and Mitchell O'Hara-Wild},
title = {Probabilistic forecasts using expert judgement: the road to recovery from {COVID-19}},
year = 2023,
url = {http://robjhyndman.com/publications/covidtourism},
journal = {J Travel Research},
volume = 62,
number = 1,
pages = {233-258}
}
@article{crudeoil,
title = {Crude oil price forecasting based on internet concern using an extreme learning machine},
author = {Jue Wang and George Athanasopoulos and Rob J Hyndman and Shouyang Wang},
journal = {International J Forecasting},
volume = {34},
number = {4},
pages = {665--677},
year = 2018
}
@article{ctprob,
author = {Daniele Girolimetto and George Athanasopoulos and Tommaso Di~Fonzo and Rob J Hyndman},
year = 2024,
title = {Cross-temporal probabilistic forecast reconciliation: Methodological and practical issues},
url = {http://robjhyndman.com/publications/ctprob.html},
journal = {International J Forecasting},
note = {to appear}
}
@article{darima,
year = 2023,
title = {Distributed ARIMA Models for Ultra-long Time Series},
author = {Xiaoqian Wang and Yanfei Kang and Rob J Hyndman and Feng Li},
url = {http://robjhyndman.com/publications/darima/},
journal = {International J Forecasting},
volume = 39,
number = 3,
pages = {1163-1184}
}
@article{DHS11,
title = {Forecasting time series with complex seasonal patterns using exponential smoothing},
author = {Alysha M {De Livera} and Rob J Hyndman and Ralph D Snyder},
year = 2011,
number = {496},
pages = {1513--1527},
volume = {106},
journal = {J American Statistical Association}
}
@article{dobin,
year = 2021,
author = {Sevvandi Kandanaarachchi and Rob J Hyndman},
title = {Dimension reduction for outlier detection using {DOBIN}},
url = {http://robjhyndman.com/publications/dobin},
journal = {J Computational \& Graphical Statistics},
volume = 30,
number = 1,
pages = {204-219}
}
@unpublished{dowhts,
title = {Improving out-of-sample forecasts of stock price indexes with forecast reconciliation and clustering},
author = {Raffaele Mattera and George Athanasopoulos and Rob J Hyndman},
year = 2023,
url = {https://robjhyndman.com/publications/dow_hts.html}
}
@article{dSHS09,
title = {A multivariate innovations state space {Beveridge-Nelson} decomposition},
author = {Ashton {de Silva} and Rob J Hyndman and Ralph D Snyder},
year = 2009,
number = {5},
pages = {1067--1074},
volume = {26},
journal = {Economic Modelling},
publisher = {Elsevier}
}
@article{dynamicpareto,
title = {Dynamic Algorithm Selection for {Pareto} Optimal Set Approximation},
author = {Ingrida Steponavi{\v c}\.e and Rob J Hyndman and Kate Smith-Miles and Laura Villanova},
year = 2017,
number = {1},
pages = {263-282},
volume = {67},
journal = {J Global Optimization}
}
@article{EAGE+10,
title = {Using functional data analysis models to estimate future time trends of age-specific breast cancer mortality for the {United States} and {England-Wales}},
author = {Bircan Erbas and Muhammad Akram and Dorota M Gertig and Dallas English and John L Hopper and Anne M Kavanagh and Rob J Hyndman},
year = 2010,
number = {2},
pages = {159--165},
volume = {20},
journal = {J Epidemiology}
}
@article{earlyclassification,
author = {Sevvandi Kandanaarachchi and Rob J Hyndman and Kate Smith-Miles},
year = 2020,
title = {Early classification of spatio-temporal events using time-varying models},
journal = {PLoS ONE},
volume = 15,
number = 8,
pages = {e0236331},
url = {http://robjhyndman.com/publications/eventstream}
}
@article{EH01,
title = {Data visualisation for time series in environmental epidemiology},
author = {Bircan Erbas and Rob J Hyndman},
year = 2001,
number = {6},
pages = {433--443},
volume = {6},
journal = {J Epidemiology and Biostatistics}
}
@article{EH05,
title = {Sensitivity of the estimated air pollution-respiratory admissions relationship to statistical model choice},
author = {Bircan Erbas and Rob J Hyndman},
year = 2005,
number = {6},
pages = {437--448},
volume = {15},
journal = {International J Environmental Health Research},
publisher = {万方数据资源系统}
}
@review{EH05a,
title = {Book review of ``{Data} analysis and graphics using {R}: an example-based approach'' {(Maindonald and Braun, 2003)}},
author = {Bircan Erbas and Rob J Hyndman},
year = 2005,
number = {2},
pages = {206--208},
volume = {22},
journal = {J Population Research}
}
@article{EHG07,
title = {Forecasting age-specific breast cancer mortality using functional data models},
author = {Bircan Erbas and Rob J Hyndman and Dorota M Gertig},
year = 2007,
number = {2},
pages = {458--470},
volume = {26},
journal = {Statistics in Medicine}
}
@article{elections,
title = {Spatial modelling of the two-party preferred vote in {Australian} federal elections: 2001--2016},
author = {Jeremy Forbes and Dianne Cook and Rob J Hyndman},
year = 2020,
journal = {Australian \& New Zealand J Statistics},
volume = 62,
number = 2,
pages = {168-185},
url = {http://robjhyndman.com/publications/elections/}
}
@inproceedings{energy-savings,
author = {Alexander Severinsen and Rob J Hyndman},
year = 2019,
title = {Quantification of energy savings from energy conservation measures in buildings using machine learning},
booktitle = {ECEEE Summer Study Proceedings},
address = {Presqu'île de Giens, France},
note = {3-8 June 2019}
}
@inproceedings{epic,
title = {Efficient identification of the {Pareto} optimal set},
author = {Ingrida Steponavi{\v c}\.e and Rob J Hyndman and Kate Smith-Miles and Laura Villanova},
booktitle = {Learning and Intelligent Optimization: Lecture Notes in Computer Science},
year = 2014,
pages = {341-352},
publisher = {Springer},
volume = {8426}
}
@inproceedings{ESAM99,
title = {Nonparametric additive regression models for binary time series},
author = {Rob J Hyndman},
booktitle = {Proceedings, 1999 Australasian Meeting of the Econometric Society.},
year = {1999},
address = {7-9 July 2009. University of Technology, Sydney}
}
@article{EUHSA12,
title = {Forecasts of {COPD} mortality in {Australia}: 2006-2025},
author = {Bircan Erbas and Shahid Ullah and Rob J Hyndman and Michelle Scollo and Michael J Abramson},
year = 2012,
number = {1},
pages = {17},
volume = {12},
journal = {BMC Medical Research Methodology},
publisher = {BioMed Central Ltd}
}
@book{expsmooth08,
title = {Forecasting with exponential smoothing: the state space approach},
author = {Rob J Hyndman and Anne B Koehler and J K Ord and Ralph D Snyder},
year = 2008,
publisher = {Springer-Verlag},
url = {http://robjhyndman.com/expsmooth},
address = {Berlin}
}
@article{fasthts,
title = {Fast computation of reconciled forecasts for hierarchical and grouped time series},
author = {Rob J Hyndman and Alan Lee and Earo Wang},
year = 2016,
pages = {16--32},
volume = {97},
journal = {Computational Statistics \& Data Analysis}
}
@article{fem,
author = {Bahman Rostami-Tabar and Rob J Hyndman},
title = {Hierarchical time series forecasting in emergency medical services},
journal = {Journal of Service Research},
year = {2024},
note = {to appear},
url = {http://robjhyndman.com/publications/fem.html}
}
@article{fforma,
title = {{FFORMA}: Feature-based Forecast Model Averaging},
author = {Pablo Montero-Manso and George Athanasopoulos and Rob J Hyndman and Thiyanga S Talagala},
year = 2020,
journal = {International J Forecasting},
volume = {36},
number = {1},
pages = {86-92},
url = {http://robjhyndman.com/publications/fforma/}
}
@article{fforms,
title = {Meta-learning how to forecast time series},
author = {Thiyanga S Talagala and Rob J Hyndman and George Athanasopoulos},
year = 2023,
journal = {J Forecasting},
volume = 42,
number = 6,
pages = {1476-1501},
url = {http://robjhyndman.com/publications/fforms/}
}
@inproceedings{FH10,
title = {Short-term load forecasting based on a semi-parametric additive model},
author = {Shu Fan and Rob J Hyndman},
booktitle = {Proceedings, 20th Australasian Universities Power Engineering Conference},
year = 2010,
institution = {University of Canterbury, Christchurch, New Zealand.}
}
@article{FH10b,
title = {The price elasticity of electricity demand in {South Australia}},
author = {Shu Fan and Rob J Hyndman},
year = 2011,
number = {6},
pages = {3709--3719},
volume = {39},
journal = {Energy Policy},
publisher = {Elsevier}
}
@article{FH11,
title = {Short-term load forecasting based on a semi-parametric additive model},
author = {Shu Fan and Rob J Hyndman},
year = 2012,
number = {1},
pages = {134--141},
volume = {27},
journal = {IEEE Transactions on Power Systems}
}
@article{FHV00,
title = {Residual diagnostic plots for checking for model
mis-specification in time series regression},
author = {Richard Fraccaro and Rob J Hyndman and Alan Veevers},
year = 2000,
number = {4},
pages = {463--477},
volume = {42},
journal = {Australian \& New Zealand J Statistics}
}
@unpublished{fits,
title = {Forecasting interrupted time series},
author = {Rob J Hyndman and Bahman Rostami-Tabar},
year = 2024,
url = {https://robjhyndman.com/publications/fits.html}
}
@article{forecastingcompetitions,
author = {Rob J Hyndman},
title = {A brief history of forecasting competitions},
year = 2020,
url = {http://robjhyndman.com/publications/forecasting-competitions},
journal = {International J Forecasting},
volume = {36},
number = {1},
pages = {7-14}
}
@article{forecastingsofa,
author = {Spyros Makridakis and Rob J Hyndman and Fotios Petropoulos},
title = {Forecasting in social settings: the state of the art},
year = 2020,
url = {http://robjhyndman.com/publications/forecasting-sofa},
journal = {International J Forecasting},
volume = {36},
number = {1},
pages = {15-28}
}
@unpublished{forecastingtests,
title = {Forecasting without significance tests},
author = {Andrey Kostenko and Rob J Hyndman},
year = 2008,
url = {http://robjhyndman.com/publications/forecasting-without-significance-tests/}
}
@article{foresight14,
title = {Optimally reconciling forecasts in a hierarchy},
author = {Rob J Hyndman and George Athanasopoulos},
year = 2014,
pages = {42-48},
volume = {Fall 2014},
journal = {Foresight}
}
@book{fpp3,
title = {Forecasting: principles and practice},
author = {Rob J Hyndman and George Athanasopoulos},
year = 2021,
publisher = {OTexts},
url = {http://OTexts.org/fpp3},
edition = {3rd ed},
address = {Melbourne, Australia}
}
@article{freditorial,
title = {Editorial: Innovations in Hierarchical Forecasting},
author = {George Athanasopoulos and Rob J Hyndman and Nikolaos Kourentzes and Anastasios Panagiotelis},
year = 2024,
note = {to appear},
journal = {International J Forecasting}
}
@article{fsg,
author = {Bahman Rostami-Tabar and Mohammad M Ali and Tao Hong and Rob J Hyndman and Michael D Porter and Aris Syntetos},
title = {Forecasting for Social Good},
year = 2022,
journal = {International J Forecasting},
volume = 38,
number = 3,
pages = {1245-1257},
url = {http://robjhyndman.com/publications/fsg}
}
@article{fungal14,
title = {Outdoor fungal spores are associated with child asthma hospitalisations --- a case-crossover study},
author = {Rachel Tham and Shyamali Dharmage and Philip Taylor and Ed Newbigin and Mimi L. K. Tang and Don Vicendese and Rob J. Hyndman and Michael J. Abramson and Bircan Erbas},
year = 2014,
number = {Suppl 58},
volume = {44},
journal = {European Respiratory Journal}
}
@article{fvanaive,
title = {A note on upper bounds for forecast-value-added relative to naïve forecasts},
author = {Paul Goodwin and Fotios Petropoulos and Rob J Hyndman},
year = 2017,
volume = {68},
number = {9},
pages = {1082-1084},
journal = {J the Operational Research Society}
}
@article{Gardner23,
title = {Obituary: Everette S Gardner Jr},
author = {Robert Fildes and Rob J Hyndman},
journal = {International J Forecasting},
year = 2024,
volume = 40,
number = 1,
pages = {4-5}
}
@article{gefcom,
title = {A gradient boosting approach to the {Kaggle} load forecasting competition},
author = {Souhaib {Ben~Taieb} and Rob J Hyndman},
year = 2014,
number = {2},
pages = {382--394},
volume = {30},
journal = {International J Forecasting}
}
@article{gefcom2014,
title = {Probabilistic Energy Forecasting: Global Energy Forecasting Competition 2014 and Beyond},
author = {Tao Hong and Pierre Pinson and Shu Fan and Hamidreza Zareipour and Alberto Troccoli and Rob J Hyndman},
year = 2016,
number = {3},
pages = {896-913},
volume = {32},
journal = {International J Forecasting}
}
@article{GH98,
title = {Smoothing {non-Gaussian} time series with autoregressive structure},
author = {Gary K Grunwald and Rob J Hyndman},
year = {1998},
pages = {171--191},
volume = {28},
journal = {Computational Statistics and Data Analysis}
}
@article{GHH97,
title = {Some properties and generalizations of non-negative {Bayesian} time series models},
author = {Gary K Grunwald and Kais Hamza and Rob J Hyndman},
year = {1997},
number = {3},
pages = {615--626},
volume = {59},
journal = {J the Royal Statistical Society. Series B}
}
@article{GHTT00,
title = {{Non-Gaussian} conditional linear {AR(1}) models},
author = {Gary K Grunwald and Rob J Hyndman and Leanna M Tedesco and Richard L Tweedie},
year = 2000,
number = {4},
pages = {479--495},
volume = {42},
journal = {Australian \& New Zealand J Statistics}
}
@article{globalforecasting,
year = 2021,
title = {Principles and algorithms for forecasting groups of time series: locality and globality},
author = {Pablo Montero-Manso and Rob J Hyndman},
url = {http://robjhyndman.com/publications/global-forecasting/},
journal = {International J Forecasting},
volume = 37,
number = 4,
pages = {1632-1653},
doi = {10.1016/j.ijforecast.2021.03.004}
}
@article{Gould08,
title = {Forecasting time series with multiple seasonal patterns},
author = {Phillip G Gould and Anne B Koehler and Farshid Vahid and Ralph D Snyder and J K Ord and Rob J Hyndman},
year = 2008,
number = {1},
pages = {205--220},
volume = {191},
journal = {European J Operational Research}
}
@article{gravitas,
author = {Sayani Gupta and Rob J Hyndman and Dianne Cook and Antony Unwin},
title = {Visualizing probability distributions across bivariate cyclic temporal granularities},
year = 2022,
journal = {J Computational \& Graphical Statistics},
volume = 31,
number = 1,
pages = {14-25},
url = {http://robjhyndman.com/publications/gravitas}
}
@techreport{GSI,
title = {A state space model for exponential smoothing with group seasonality},
author = {Pim Ouwehand and Rob J Hyndman and Ton G {de Kok} and Karel H {van Donselaar}},
year = 2007,
number = {07/07},
type = {Working paper},
institution = {Department of Econometrics \& Business Statistics, Monash University}
}
@article{HAA08,
title = {The admissible parameter space for exponential smoothing models},
author = {Rob J Hyndman and Muhammad Akram and Blyth C Archibald},
year = 2008,
number = {2},
pages = {407--426},
volume = {60},
journal = {Annals of the Institute of Statistical Mathematics}
}
@techreport{hakear,
title = {Detecting distributional differences between temporal granularities for exploratory time series analysis},
author = {Sayani Gupta and Rob J Hyndman and Dianne Cook},
year = 2021,
institution = {Department of Econometrics \& Business Statistics, Monash University},
type = {Working Paper},
number = {20/21},
url = {http://robjhyndman.com/publications/hakear}
}
@inproceedings{Han10,
title = {Exploratory graphics for functional data},
author = {Han Lin Shang and Rob J Hyndman},
booktitle = {Proceedings, Interface 2010: Computing Science and Statistics},
year = 2010,
address = {Seattle, Washington, June 16--19.}
}
@article{handguns,
title = {Handgun acquisitions in {California} after two mass shootings},
author = {D M Studdert and Y Zhang and J A Rodden and R J Hyndman and G J Wintemute},
year = 2017,
number = {10},
pages = {698-706},
volume = {166},
journal = {Annals of Internal Medicine}
}
@article{HB03,
title = {Unmasking the Theta method},
author = {Rob J Hyndman and Md Baki Billah},
year = 2003,
number = {2},
pages = {287--290},
volume = {19},
journal = {International J Forecasting},
publisher = {Elsevier}
}
@article{HB08,
title = {Stochastic population forecasts using functional data models for mortality, fertility and migration},
author = {Rob J Hyndman and Heather Booth},
year = 2008,
number = {3},
pages = {323--342},
volume = {24},
journal = {International J Forecasting}
}
@article{HBG96,
title = {Estimating and visualizing conditional densities},
author = {Rob J Hyndman and David M Bashtannyk and Gary K Grunwald},
year = {1996},
number = {4},
pages = {315--336},
volume = {5},
journal = {J Computational \& Graphical Statistics}
}
@article{HBY13,
title = {Coherent mortality forecasting: the product-ratio method with functional time series models},
author = {Rob J Hyndman and Heather Booth and Farah Yasmeen},
year = 2013,
number = {1},
pages = {261--283},
volume = {50},
institution = {Department of Econometrics \& Business Statistics, Monash University},
journal = {Demography}
}
@article{HDR96,
title = {Computing and graphing highest density regions},
author = {Rob J Hyndman},
year = {1996},
number = {2},
pages = {120--126},
volume = {50},
journal = {The American Statistician}
}
@article{HDRF95,
title = {Highest-density forecast regions for nonlinear and non-normal time series models},
author = {Rob J Hyndman},
year = {1995},
number = {5},
pages = {431--441},
volume = {14},
journal = {J Forecasting}
}
@techreport{hetero06,
title = {Local linear multivariate regression with variable bandwidth in the presence of heteroscedasticity},
author = {Azhong Ye and Rob J Hyndman and Zinai Li},
year = 2006,
type = {Working paper},
number = {08/06},
institution = {Department of Econometrics \& Business Statistics, Monash University},
url = {http://robjhyndman.com/papers/hetero.pdf}
}
@article{HF10,
title = {Density forecasting for long-term peak electricity demand},
author = {Rob J Hyndman and Shu Fan},
year = 2010,
number = {2},
pages = {1142--1153},
volume = {25},
journal = {IEEE Transactions on Power Systems}
}