Rob J Hyndman
Rob J Hyndman
Professor of Statistics, Monash University
E-mail confirmado em monash.edu - Página inicial
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Forecasting methods and applications
S Makridakis, SC Wheelwright, RJ Hyndman
John Wiley & Sons, 1998
6433*1998
Another look at measures of forecast accuracy
RJ Hyndman, AB Koehler
International journal of forecasting 22 (4), 679-688, 2006
42032006
Forecasting: principles and practice
RJ Hyndman, G Athanasopoulos
OTexts, 2018
38842018
Automatic time series forecasting: the forecast package for R
RJ Hyndman, Y Khandakar
Journal of Statistical Software, 2007
30572007
Forecasting with exponential smoothing: the state space approach
RJ Hyndman, AB Koehler, JK Ord, RD Snyder
Springer Verlag, 2008
14012008
Detecting trend and seasonal changes in satellite image time series
J Verbesselt, R Hyndman, G Newnham, D Culvenor
Remote sensing of Environment 114 (1), 106-115, 2010
13292010
25 years of time series forecasting
JG De Gooijer, RJ Hyndman
International journal of forecasting 22 (3), 443-473, 2006
11782006
Package ‘hts’
RJ Hyndman, A Lee, E Wang, S Wickramasuriya, ME Wang
1064*2021
Sample quantiles in statistical packages
RJ Hyndman, Y Fan
The American Statistician 50 (4), 361-365, 1996
10531996
A state space framework for automatic forecasting using exponential smoothing methods
RJ Hyndman, AB Koehler, RD Snyder, S Grose
International Journal of forecasting 18 (3), 439-454, 2002
9812002
Robust forecasting of mortality and fertility rates: A functional data approach
RJ Hyndman, MS Ullah
Computational Statistics and Data Analysis 51 (10), 4942-4956, 2007
7212007
Forecasting time series with complex seasonal patterns using exponential smoothing
AM De Livera, RJ Hyndman, RD Snyder
Journal of the American statistical association 106 (496), 1513-1527, 2011
7182011
Computing and graphing highest density regions
RJ Hyndman
The American Statistician 50 (2), 120-126, 1996
6691996
Phenological change detection while accounting for abrupt and gradual trends in satellite image time series
J Verbesselt, R Hyndman, A Zeileis, D Culvenor
Remote Sensing of Environment 114 (12), 2970-2980, 2010
6122010
Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond
T Hong, P Pinson, S Fan, H Zareipour, A Troccoli, RJ Hyndman
International Journal of forecasting 32 (3), 896-913, 2016
5892016
Characteristic-based clustering for time series data
X Wang, K Smith, R Hyndman
Data mining and knowledge Discovery 13 (3), 335-364, 2006
5602006
Short-term load forecasting based on a semi-parametric additive model
S Fan, RJ Hyndman
IEEE Transactions on Power Systems 27 (1), 134-141, 2011
4822011
rmarkdown: Dynamic Documents for R
J Allaire, Y Xie, J McPherson, J Luraschi, K Ushey, A Atkins, H Wickham, ...
R package version 1 (11), 2018
417*2018
Estimating and visualizing conditional densities
RJ Hyndman, DM Bashtannyk, GK Grunwald
Journal of Computational and Graphical Statistics 5 (4), 315-336, 1996
4091996
Density forecasting for long-term peak electricity demand
RJ Hyndman, S Fan
IEEE Transactions on Power Systems 25 (2), 1142-1153, 2009
3622009
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