Rob J. Hyndman
- Sample Quantiles in Statistical Packages
1996/11/01 by Rob J. Hyndman, Yanan Fan · 52 citations
Mathematics · Computer Science · Decision Sciences · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Advanced Statistical Process Monitoring
- Another look at measures of forecast accuracy
2006/10/01 by Rob J. Hyndman, Anne B. Koehler · 31 citations
- Computing and Graphing Highest Density Regions
1996/05/01 by Rob J. Hyndman · 35 citations
Mathematics · Computer Science · #Advanced Statistical Methods and Models #Data Analysis with R #Statistical Methods and Applications
- 25 years of time series forecasting
2006/01/01 by Jan G. De Gooijer, Rob J. Hyndman · 15 citations
Decision Sciences · Economics, Econometrics and Finance · #Forecasting Techniques and Applications #Complex Systems and Time Series Analysis #Stock Market Forecasting Methods
- Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond
2016/03/12 by Tao Hong, Pierre Pinson, Fan Shu +4 · 18 citations
Economics, Econometrics and Finance · Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #Market Dynamics and Volatility
- Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing
2011/12/01 by Alysha M. De Livera, Alysha De Livera, Rob J. Hyndman +1 · 10 citations
Decision Sciences · Mathematics · Economics, Econometrics and Finance · #Forecasting Techniques and Applications #Statistical and numerical algorithms #Financial Risk and Volatility Modeling
- A note on the validity of cross-validation for evaluating autoregressive time series prediction
2018/04/01 by Christoph Bergmeir, Rob J. Hyndman, Bonsoo Koo · 9 citations
- Principles and Algorithms for Forecasting Groups of Time Series:\n Locality and Globality
2020/08/02 by Pablo Montero‐Manso, Montero-Manso, Pablo, Rob J. Hyndman +1 · 8 citations
Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical and numerical algorithms #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Principles and algorithms for forecasting groups of time series: Locality and globality
2021/10/01 by Pablo Montero-Manso, Rob J. Hyndman · 8 citations
- The tourism forecasting competition
2011/07/01 by George Athanasopoulos, Rob J. Hyndman, Haiyan Song +1 · 4 citations
- Unmasking the Theta method
2003/04/01 by Rob J. Hyndman, Baki Billah · 2 citations
- Visualising forecasting algorithm performance using time series instance spaces
2017/04/01 by Yanfei Kang, Rob J. Hyndman, Kate Smith-Miles · 2 citations
- A new tidy data structure to support exploration and modeling of temporal data
2019/01/29 by Earo Wang, Wang, Earo, Dianne Cook +3 · 2 citations
Computer Science · #Time Series Analysis and Forecasting #Data Visualization and Analytics #Data Management and Algorithms
- A framework for automated anomaly detection in high frequency\n water-quality data from in situ sensors
2018/10/30 by Catherine Leigh, Omar Alsibai, Leigh, Catherine +21 · 1 citation
Environmental Science · Computer Science · #Hydrological Forecasting Using AI #Anomaly Detection Techniques and Applications #Water Quality Monitoring Technologies
- Online conformal inference for multi-step time series forecasting
2024/10/17 by Xiaoqian Wang, Rob J. Hyndman, Wang, Xiaoqian +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Visualizing probability distributions across bivariate cyclic temporal granularities
2020/10/02 by Sayani Gupta, Gupta, Sayani, Rob J. Hyndman +5 · 1 citation
Economics, Econometrics and Finance · Computer Science · Environmental Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting #Sustainability and Ecological Systems Analysis