Statistical Methods and Applications
Statistical Methods and Applications is a research topic within Statistics and Probability. Science Explorer counts 4.4k research works in it since 1950. 12.5% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of multivariate analysis in statistical research, covering topics such as principal component analysis, regression analysis, machine learning, model selection, and overfitting. It explores various statistical modeling techniques and data reduction methods to analyze complex relationships within multidimensional datasets.
- Multivariate Analysis
- Principal Component Analysis
- Regression Analysis
- Machine Learning
- Statistical Modeling
- Data Reduction
- Cluster Analysis
- Discriminant Analysis
- Model Selection
- Overfitting
- Research works
- 4.4k fractional, since 1950
- In the world top 10%
- 546 per year above
- Top-10% rate
- 12.5% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +1% the tick is no change
Which countries lead Statistical Methods and Applications research?
By volume, Indonesia and the United States publish the most (113 and 70 works in 2022–2025).
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 Statistical Methods and Applications research?
By volume in 2022–2025, Sepuluh Nopember Institute of Technology publishes the most Statistical Methods and Applications research, followed by IPB University and State University of Padang.
By volume, 2022–2025
- 1 Sepuluh Nopember Institute of Technology Indonesia 9 works
- 2 IPB University Indonesia 5 works
- 3 State University of Padang Indonesia 4 works
- 4 University of Amsterdam Netherlands 4 works
- 5 Universidad Nacional de Colombia Colombia 3 works
- 6 Universidade de São Paulo Brazil 3 works
- 7 Weatherford College United States 3 works
- 8 University of Bengkulu Indonesia 3 works
- 9 Mulawarman University Indonesia 3 works
- 10 University of Brawijaya Indonesia 3 works
Who are the leading researchers in Statistical Methods and Applications?
The most-cited researchers publishing on Statistical Methods and Applications include Marko Sarstedt and Eric R. Ziegel.
- 1 Marko Sarstedt 11k citations
- 2 Eric R. Ziegel 3.7k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Statistical Methods and Applications research done?
The largest centres of Statistical Methods and Applications research in 2022–2025 are Surabaya (Indonesia), São Paulo (Brazil), Jakarta (Indonesia) and Semarang (Indonesia).
Where is the best place to study Statistical Methods and Applications?
Among universities, judged by research, Sepuluh Nopember Institute of Technology 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 | Sepuluh Nopember Institute of Technology Indonesia | 0.0 | 5.6% | 39.9× | 9 | +79.8% |
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 Statistical Methods and Applications research growing?
Output in 2018–2022 was 1% higher than in 2013–2017, peaking in 2025. The fastest-growing topics are Statistical Methods and Applications.
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.