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Research facility · Durham · United States

Statistical and Applied Mathematical Sciences Institute

In research, Statistical and Applied Mathematical Sciences Institute stands highest in Physical Sciences (#13,694 of 21,541 worldwide), over all time.

samsi.infoROR OpenAlex
World rank, all time
#21,378
of 42,892
Rank in United States
#4,620
of 8,685
Research works
248
▼ 28% vs 2013–17
Citations
8.2k
32.9 per fractional work
Top-10% rate
20.4%
record average 16.5%
Open access
52%
world 28%

What is Statistical and Applied Mathematical Sciences Institute known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #13,694 of 21,541 30.5%145

Each strip is that field’s whole ranked pool, with the notch where Statistical and Applied Mathematical Sciences Institute sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.49× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.91× its world share, 2 worksBiochemistry, Geneti…Immunology and Microbiology: 0.85× its world share, 0 worksImmunology and Micro…Neuroscience: 1.07× its world share, 1 worksNeuroscienceChemistry: 0.23× its world share, 0 worksChemistryComputer Science: 2.26× its world share, 9 worksComputer ScienceEarth and Planetary Sciences: 1.11× its world share, 1 worksEarth and Planetary …Energy: 0.72× its world share, 0 worksEnergyEngineering: 0.53× its world share, 4 worksEngineeringEnvironmental Science: 1.92× its world share, 5 worksEnvironmental ScienceMaterials Science: 0.09× its world share, 0 worksMaterials ScienceMathematics: 18.05× its world share, 11 worksMathematicsPhysics and Astronomy: 1.12× its world share, 1 worksPhysics and AstronomyDentistry: 0.34× its world share, 0 worksDentistryHealth Professions: 0.45× its world share, 1 worksHealth ProfessionsMedicine: 0.43× its world share, 4 worksMedicineNursing: 0.54× its world share, 0 worksNursingArts and Humanities: 0.11× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.34× its world share, 1 worksBusiness, Management…Decision Sciences: 4.84× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 1.62× its world share, 2 worksEconomics, Econometr…Psychology: 0.76× its world share, 1 worksPsychologySocial Sciences: 0.52× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 18.1×. Every wedge is a field page.

Which keywords describe research at Statistical and Applied Mathematical Sciences Institute?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Bayesian Inference, Sensitivity Analysis, Variational Inference, Machine Learning, Model Selection, Bayesian Methods, Clustering and High-Dimensional Data.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 27 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 27 words, with their numbers
  1. Machine Learning4▲ 2.3×21 topics
  2. Bayesian Inference3▲ 62×4 topics
  3. Sensitivity Analysis2▲ 48×3 topics
  4. Climate Change2▲ 1.57×12 topics
  5. Variational Inference2▲ 166×2 topics
  6. Deep Learning2◆ 1.14×12 topics
  7. Model Selection2▲ 47×3 topics
  8. Bayesian Methods2▲ 70×2 topics
  9. Clustering2▲ 36×2 topics
  10. High-Dimensional Data2▲ 21×2 topics
  11. Bayesian Modeling2▲ 172×1 topic
  12. Epidemiology2▼ 0.83×15 topics
  13. Multiple Imputation2▲ 172×1 topic
  14. Remote Sensing2▲ 2.5×8 topics
  15. Variable Selection2▲ 33×2 topics
  16. Lasso2▲ 102×1 topic
  17. Regularization2▲ 102×1 topic
  18. Big Data1▲ 3.0×6 topics
  19. Causal Inference1▲ 78×2 topics
  20. Dirichlet Process1▲ 167×1 topic
  21. Mixture Models1▲ 141×1 topic
  22. Optimization1▲ 5.6×4 topics
  23. Bayesian Networks1▲ 27×2 topics
  24. Biodiversity1▲ 3.0×3 topics
  25. Causal Discovery1▲ 70×2 topics
  26. Graphical Models1▲ 138×1 topic
  27. Probabilistic Learning1▲ 138×1 topic

Which research topics does Statistical and Applied Mathematical Sciences Institute publish most on?

By volume in 2022–2025: Statistical Methods and Bayesian Inference, Statistical Methods and Inference, Bayesian Methods and Mixture Models and Bayesian Modeling and Causal Inference.

Statistical Methods and Bayesian Inference: 2 fractional worksStatistical Methods and Inference: 2 fractional worksBayesian Methods and Mix…1Bayesian Methods and Mixture Models: 1 fractional worksBayesian Modeling and Ca…1Bayesian Modeling and Causal Inference: 1 fractional worksGaussian Processes and Bayesian Inference: 1 fractional worksStatistical Distribution Estimation and Applications: 1 fractional worksSpecies Distribution and…1Species Distribution and Climate Change: 1 fractional worksComplex Network Analysis Techniques: 1 fractional worksAdvanced Statistical Methods and Models: 0 fractional worksEcology and Vegetation Dynamics Studies: 0 fractional works
Statistics and ProbabilityArtificial IntelligenceEcological ModelingStatistical and Nonlinear Physics1 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Statistical Methods and Bayesian Inference Statistics and Probability 2 works
  2. 2 Statistical Methods and Inference Statistics and Probability 2 works
  3. 3 Bayesian Methods and Mixture Models Artificial Intelligence 1 works
  4. 4 Bayesian Modeling and Causal Inference Artificial Intelligence 1 works
  5. 5 Gaussian Processes and Bayesian Inference Artificial Intelligence 1 works
  6. 6 Statistical Distribution Estimation and Applications Statistics and Probability 1 works
  7. 7 Species Distribution and Climate Change Ecological Modeling 1 works
  8. 8 Complex Network Analysis Techniques Statistical and Nonlinear Physics 1 works
  9. 9 Advanced Statistical Methods and Models Statistics and Probability 0 works
  10. 10 Ecology and Vegetation Dynamics Studies Nature and Landscape Conservation 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available51.7%not open48.3%

World: 28% of research is openly available.

with international co-authors32.9%domestic only67.1%

World: 19% is written across borders.

How has Statistical and Applied Mathematical Sciences Institute's research output changed?

Output in 2018–2022 was 28% lower than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Durham

All research institutions in Durham

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.