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Rob J Hyndman — most-cited papers & profile · Time Series
← authors
·
overview
Rob J Hyndman
10
papers ·
424
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Forecast combinations: an over 50-year review
2022 · 232 citations
Distributed ARIMA Models for Ultra-long Time Series
2020 · 72 citations
Hierarchical forecast reconciliation with machine learning
2020 · 62 citations
Cross-temporal probabilistic forecast reconciliation: Methodological and practical issues
2023 · 15 citations
Machine learning applications in time series hierarchical forecasting
2019 · 14 citations
Modern strategies for time series regression
2020 · 13 citations
MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal Patterns
2021 · 13 citations
Model selection in reconciling hierarchical time series
2020 · 1 citations
LoMEF: A Framework to Produce Local Explanations for Global Model Time Series Forecasts
2021
Top co-authors
Christoph Bergmeir
· 4
Mahdi Abolghasemi
· 2
and Feng Li
· 1
Daniele Girolimetto
· 1
Dan Pagendam
· 1
Dilini Rajapaksha
· 1
Evangelos Spiliotis
· 1
Evangelos Spiliotis
· 1
Feng Li
· 1
Fotios Petropoulos
· 1
Garth Tarr
· 1
George Athanasopoulos
· 1
Topics
stat.AP
Probabilistic
Linear & Patch Models
econ.EM
Domain — Energy/Weather
Domain — Finance
stat.ML
stat.ME
Anomaly Detection
Foundation Models