Science Explorer Interactive view Map
Institution · Beachwood · United States

Institute of Mathematical Statistics

In research, Institute of Mathematical Statistics stands highest in Physical Sciences (#8,557 of 12,888 worldwide), 2022–2025. Relative to its size it is most specialised in Mathematics — Mathematics is 23.8× its share of world research.

imstat.org/en/index.htmlROR OpenAlex
World rank, 2022–2025
#15,273
of 28,054 · #5,095 all time
Rank in United States
#2,164
of 4,192
Research works
1.9k
▼ 21% vs 2013–17
Citations
50k
26.4 per fractional work
Top-10% rate
10.5%
record average 16.5%
Open access
34%
world 28%

What is Institute of Mathematical Statistics known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #8,557 of 12,888 8.4%121 #3472

Each strip is that field’s whole ranked pool, with the notch where Institute of Mathematical Statistics 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).

What does Institute of Mathematical Statistics specialise in?

Where its research is concentrated relative to its size: Mathematics takes 23.8× the share of its output that it takes of world research.

  1. MathematicsField · 47.5 works24×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.15× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.66× its world share, 6 worksBiochemistry, Geneti…Immunology and Microbiology: 0.35× its world share, 1 worksImmunology and Micro…Neuroscience: 0.42× its world share, 1 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.09× its world share, 0 worksPharmacology, Toxico…Chemical Engineering: 0.33× its world share, 0 worksChemical EngineeringChemistry: 0.49× its world share, 1 worksChemistryComputer Science: 2.00× its world share, 26 worksComputer ScienceEarth and Planetary Sciences: 1.29× its world share, 3 worksEarth and Planetary …Energy: 0.33× its world share, 0 worksEnergyEngineering: 0.89× its world share, 22 worksEngineeringEnvironmental Science: 0.86× its world share, 7 worksEnvironmental ScienceMaterials Science: 0.24× its world share, 1 worksMaterials ScienceMathematics: 23.82× its world share, 48 worksMathematicsPhysics and Astronomy: 2.89× its world share, 11 worksPhysics and AstronomyDentistry: 0.30× its world share, 0 worksDentistryHealth Professions: 0.15× its world share, 1 worksHealth ProfessionsMedicine: 0.27× its world share, 9 worksMedicineNursing: 0.13× its world share, 0 worksNursingVeterinary: 0.72× its world share, 0 worksVeterinaryArts and Humanities: 0.45× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 0.61× its world share, 3 worksBusiness, Management…Decision Sciences: 4.19× its world share, 7 worksDecision SciencesEconomics, Econometrics and Finance: 1.70× its world share, 6 worksEconomics, Econometr…Psychology: 0.30× its world share, 2 worksPsychologySocial Sciences: 0.42× its world share, 9 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 23.8×. Every wedge is a field page.

Who are the top researchers at Institute of Mathematical Statistics?

Ranked on the composite score, David Ginsbourger and Ernst Stadlober lead among researchers whose main affiliation is Institute of Mathematical Statistics.

  1. 1 David Ginsbourger United States · #234,839 worldwide 245 citations · 39 works
  2. 2 Ernst Stadlober United States · #1,103,689 worldwide 27 citations · 43 works
All ranked researchers at Institute of Mathematical Statistics

Which keywords describe research at Institute of Mathematical Statistics?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Convex Optimization, Tropical Geometry, Symplectic Geometry, Deep Learning, Representation Theory, Machine Learning, Modular Forms and Optimization.

▲ 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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Deep Learning9▲ 1.48×32 topics
  2. Machine Learning8▲ 1.46×34 topics
  3. Neural Networks5▲ 2.0×13 topics
  4. Convex Optimization5▲ 36×5 topics
  5. Symplectic Geometry4▲ 65×2 topics
  6. Tropical Geometry4▲ 73×2 topics
  7. Optimization4▲ 5.0×9 topics
  8. Representation Theory4▲ 65×2 topics
  9. Modular Forms3▲ 50×3 topics
  10. L-Functions3▲ 65×2 topics
  11. Model Selection3▲ 21×3 topics
  12. Numerical Methods3▲ 21×4 topics
  13. Porous Media3▲ 13×4 topics
  14. Bayesian Inference3▲ 17×4 topics
  15. Nonlinear Equations3▲ 12×5 topics
  16. Approximation Algorithms3▲ 22×5 topics
  17. Clustering3▲ 16×2 topics
  18. Cohomology3▲ 36×2 topics
  19. Data Analysis3▲ 5.7×4 topics
  20. Gromov-Witten Theory3▲ 76×1 topic
  21. Moduli Theory3▲ 76×1 topic
  22. Automorphic Forms2▲ 82×1 topic
  23. Langlands Conjectures2▲ 82×1 topic
  24. Monte Carlo Simulation2▲ 7.4×5 topics
  25. Principal Component Analysis2▲ 10×2 topics
  26. Finite Element2▲ 32×2 topics
  27. Interacting Particle Systems2▲ 113×1 topic
  28. Quantum Gravity2▲ 17×4 topics
  29. Scaling Limits2▲ 113×1 topic
  30. Inverse Problems2▲ 13×4 topics
  31. Bayesian Methods2▲ 26×2 topics
  32. Sparse Representation2▲ 6.6×3 topics
  33. Variational Inequalities2▲ 63×2 topics
  34. Heterogeneous2▲ 32×1 topic
  35. High-Dimensional Data2▲ 7.8×2 topics
  36. Multiscale Methods2▲ 32×1 topic
  37. Random Matrix Theory2▲ 41×3 topics
  38. Variational Inference2▲ 49×2 topics
  39. Ergodic Theory2▲ 41×2 topics
  40. Regularization2▲ 40×1 topic

Which research topics does Institute of Mathematical Statistics publish most on?

By volume in 2022–2025: Algebraic Geometry and Number Theory, Advanced Algebra and Geometry, Stochastic processes and statistical mechanics and Advanced Mathematical Modeling in Engineering.

Algebraic Geometry and N…3Algebraic Geometry and Number Theory: 3 fractional worksAdvanced Algebra and Geo…2Advanced Algebra and Geometry: 2 fractional worksStochastic processes and statistical mechanics: 2 fractional worksAdvanced Mathematical Mo…2Advanced Mathematical Modeling in Engineering: 2 fractional worksStatistical Methods and …2Statistical Methods and Inference: 2 fractional worksOptimization and Variational Analysis: 2 fractional worksNeural Networks and Applications: 2 fractional worksAdvanced Optimization Al…2Advanced Optimization Algorithms Research: 2 fractional worksAdvanced Mathematical Theories and Applications: 2 fractional worksMathematics and Applications: 2 fractional works
Geometry and TopologyMathematical PhysicsComputational Theory and MathematicsStatistics and Probability3 others

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

  1. 1 Algebraic Geometry and Number Theory Geometry and Topology 3 works
  2. 2 Advanced Algebra and Geometry Mathematical Physics 2 works
  3. 3 Stochastic processes and statistical mechanics Mathematical Physics 2 works
  4. 4 Advanced Mathematical Modeling in Engineering Computational Theory and Mathematics 2 works
  5. 5 Statistical Methods and Inference Statistics and Probability 2 works
  6. 6 Optimization and Variational Analysis Computational Theory and Mathematics 2 works
  7. 7 Neural Networks and Applications Artificial Intelligence 2 works
  8. 8 Advanced Optimization Algorithms Research Numerical Analysis 2 works
  9. 9 Advanced Mathematical Theories and Applications Statistical and Nonlinear Physics 2 works
  10. 10 Mathematics and Applications Geometry and Topology 2 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 available34.3%not open65.7%

World: 28% of research is openly available.

with international co-authors40.7%domestic only59.3%

World: 19% is written across borders.

How has Institute of Mathematical Statistics's research output changed?

Output in 2018–2022 was 21% 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 Beachwood

All research institutions in Beachwood

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.