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Researcher · Monash University · Australia

Rob J. Hyndman

Rob J. Hyndman publishes mostly in Management Science and Operations Research, Artificial Intelligence and Statistics and Probability, on topics such as Forecasting Techniques and Applications, Time Series Analysis and Forecasting and Stock Market Forecasting Methods.

ORCID 0000-0002-2140-5352 OpenAlex
World rank
#30,442
of 7,710,434 ranked researchers
Rank in Australia
#848
of 140,210
Works
561
Citations
44k
Citations per work
78.0
h-index
77
i10-index 184Top 0.2% in Management Science and Operations Research
Rob J. Hyndman

What does Rob J. Hyndman research?

Rob J. Hyndman's work is mostly in Decision Sciences (23%), Computer Science (15%), Mathematics (7%).

Everything else: 248 works · 44.2% of their workSocial Sciences: 164 works · 29.2% of their workDecision Sciences: 129 works · 23.0% of their workManagement Science and Operations Research: 129 works · 23.0% of their workEconomics, Econometrics and Finance: 35 works · 6.2% of their workEconomics and Econometrics: 35 works · 6.2% of their workPhysical Sciences: 149 works · 26.6% of their workComputer Science: 83 works · 14.8% of their workArtificial Intelligence: 49 works · 8.7% of their workSignal Processing: 34 works · 6.1% of their workMathematics: 41 works · 7.3% of their workStatistics and Probability: 41 works · 7.3% of their workEngineering: 25 works · 4.5% of their workElectrical and Electronic Engineering: 25 works · 4.5% of their workTHEIR WORKRob J. Hyndman561works
Physical Sciences27%Social Sciences29%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
  1. Everything else24844.2%
    1. Decision Sciences12923.0%
    2. Economics, Econometrics and Finance356.2%
    1. Computer Science8314.8%
    2. Mathematics417.3%
    3. Engineering254.5%
  1. 1Management Science and Operations Research23% of their works
  2. 2Artificial Intelligence9% of their works
  3. 3Statistics and Probability7% of their works
  4. 4Economics and Econometrics6% of their works
  5. 5Signal Processing6% of their works
  6. 6Electrical and Electronic Engineering4% of their works

Research topics

Which keywords describe Rob J. Hyndman's research?

The keywords of their largest research topics: Neural Networks, Time Series, Exponential Smoothing, Forecasting, Deep Learning, Clustering, Dynamic Time Warping and Stock Market Prediction.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 19 words, with their numbers
  1. Neural Networks2293 topics
  2. Time Series2022 topics
  3. Exponential Smoothing1451 topic
  4. Forecasting1451 topic
  5. Deep Learning1413 topics
  6. Clustering571 topic
  7. Dynamic Time Warping571 topic
  8. Stock Market Prediction521 topic
  9. Time Series Forecasting521 topic
  10. Electricity Price Forecasting321 topic
  11. Fiscal Policy321 topic
  12. Load Forecasting321 topic
  13. Monetary Policy321 topic
  14. Mortality Forecasting301 topic
  15. Population Ageing301 topic
  16. Multicollinearity271 topic
  17. Regression Analysis271 topic
  18. Regularization271 topic
  19. Variable Selection271 topic

Where does Rob J. Hyndman work?

Rob J. Hyndman's main affiliation in the publication record is Monash University, Australia.

How many publications and citations does Rob J. Hyndman have?

OpenAlex counts 561 works and 43,773 citations for Rob J. Hyndman, an h-index of 77, ranking #30,442 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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