Thomas Augustin

6.7k citations
127 papers · 4.4k indexed · 2 hit papers · h-index 21
Topics
Bayesian Modeling and Causal Inference (35 papers)Multi-Criteria Decision Making (19 papers)Diabetes Management and Research (16 papers)

In The Last Decade

Thomas Augustin

120 papers receiving 4.2k citations

Hit Papers

Conditional variable importance for random forests20052026201220192008200550010001.5k2.0k

Peers

Thomas Augustin
Comparison fields: 5 of 209
  • Statistics and Probability 901
  • Artificial Intelligence 840
  • Ecology 461
  • Molecular Biology 440
  • Global and Planetary Change 387
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Citations per year

Countries citing papers authored by Thomas Augustin

Since Specialization
Citations

This map shows the geographic impact of Thomas Augustin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Thomas Augustin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Thomas Augustin more than expected).

Fields of papers citing papers by Thomas Augustin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Thomas Augustin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Thomas Augustin. The network helps show where Thomas Augustin may publish in the future.

Co-authorship network of co-authors of Thomas Augustin

This figure shows the co-authorship network connecting the top 25 collaborators of Thomas Augustin. A scholar is included among the top collaborators of Thomas Augustin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Thomas Augustin. Thomas Augustin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
#WorkIndexed citations
1
Towards Improving Electoral Forecasting by Including Undecided Voters and Interval-valued Prior Knowledge.
0
2 9
3 2
4
Constructing Simulation Data with Dependency Structure for Unreliable Single-Cell RNA-Sequencing Data Using Copulas
1
5
Imprecise Hypothesis-Based Bayesian Decision Making with Simple Hypotheses.
1
6
Towards a Cautious Modelling of Missing Data in Small Area Estimation
2
7
Kurt Weichselberger's Contribution to Imprecise Probabilities
2
8
Statistical Matching of Discrete Data by Bayesian Networks
5
9 38
10 6
11
Special issue on imprecise probability in statistical inference and decision making
3
12 35
13 10
14 25
15
Learning from multinomial data: a nonparametric predictive alternative to the Imprecise Dirichlet Model
21
16
Powerful algorithms for decision making under partial prior information and general ambiguity attitudes
24
17 9
18
On the Suboptimality of the Generalized Bayes Rule and Robust Bayesian Procedures from the Decision Theoretic Point of View --- a Cautionary Note on Updating Imprecise Priors.
18
19
On the Symbiosis of Two Concepts of Conditional Interval Probability.
17
20
On Decision Making under Ambiguous Prior and Sampling Information.
18

About Thomas Augustin

Thomas Augustin is a scholar working on Statistics and Probability, General Decision Sciences and Management Science and Operations Research, having authored 127 papers that have together received 4.4k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (35 papers), Multi-Criteria Decision Making (19 papers) and Diabetes Management and Research (16 papers). The work is most often cited by research in Statistics and Probability (901 citations), Statistics, Probability and Uncertainty (205 citations) and Ecological Modeling (116 citations). Thomas Augustin has collaborated with scholars based in Germany, Austria and United Kingdom. Frequent co-authors include Anne‐Laure Boulesteix, Carolin Strobl, Achim Zeileis, Thomas Kneib, Maria Blettner, Ralf Bender, Frank P. A. Coolen, Thomas R. Pieber, Lev V. Utkin and Frank Sinner. Their work appears in journals such as PLoS ONE, The Journal of Clinical Endocrinology & Metabolism and Diabetes Care.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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