Advanced Statistical Modeling Techniques
Advanced Statistical Modeling Techniques is a research topic within Computer Networks and Communications. Science Explorer counts 5.5k research works in it since 1950. 19.7% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the development and application of secure classical communication systems using Johnson noise and Kirchhoff's law. It also explores person-oriented research, machine learning algorithms, directional dependence analysis, and statistical packages like ROPstat for data analysis.
- Secure Communication
- Johnson Noise
- Kirchhoff Law
- Classical Key Distribution
- Person-Oriented Research
- Machine Learning Algorithms
- Artificial Neural Network
- Directional Dependence Analysis
- Statistical Package ROPstat
- Configural Frequency Analysis
- Research works
- 5.5k fractional, since 1950
- In the world top 10%
- 1.1k per year above
- Top-10% rate
- 19.7% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +17% the tick is no change
Which countries lead Advanced Statistical Modeling Techniques research?
By volume, the United States and China publish the most (290 and 75 works in 2022–2025).
By volume, 2022–2025
- 1 United States 290 works
- 2 China 75 works
- 3 Germany 74 works
- 4 India 61 works
- 5 Türkiye 41 works
- 6 Netherlands 30 works
- 7 Japan 27 works
- 8 Indonesia 26 works
- 9 United Kingdom 24 works
- 10 Italy 23 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Advanced Statistical Modeling Techniques research?
By volume in 2022–2025, Leibniz Institute for Science and Mathematics Education publishes the most Advanced Statistical Modeling Techniques research, followed by Sapienza University of Rome and University of Iowa.
By volume, 2022–2025
- 1 Leibniz Institute for Science and Mathematics EducationGermany 13 works
- 2 Sapienza University of RomeItaly 8 works
- 3 University of IowaUnited States 8 works
- 4 University of AmsterdamNetherlands 8 works
- 5 University of North Carolina at Chapel HillUnited States 8 works
- 6 Texas A&M UniversityUnited States 7 works
- 7 Arizona State UniversityUnited States 7 works
- 8 Michigan State UniversityUnited States 6 works
- 9 Hacettepe UniversityTürkiye 6 works
- 10 University of Notre DameUnited States 6 works
Who are the leading researchers in Advanced Statistical Modeling Techniques?
The most-cited researchers publishing on Advanced Statistical Modeling Techniques include Peter M. Bentler, Kristopher J. Preacher and Herbert W. Marsh.
- 1 Peter M. Bentler United States 16k citations
- 2 Kristopher J. Preacher United States 6.8k citations
- 3 Herbert W. Marsh Australia 4.6k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Statistical Modeling Techniques research done?
The largest centres of Advanced Statistical Modeling Techniques research in 2022–2025 are Beijing (China), Kiel (Germany), Ankara (Türkiye) and Amsterdam (Netherlands).
Largest cities, 2022–2025
Where is the best place to study Advanced Statistical Modeling Techniques?
Among universities, judged by research, Sapienza University of Rome score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Sapienza University of RomeItaly | 16.0 | 4.2% | 7.9× | 8 | — |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Advanced Statistical Modeling Techniques research growing?
Output in 2018–2022 was 17% higher than in 2013–2017, peaking in 2025. The fastest-growing topics are Advanced Statistical Modeling Techniques.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.