Alicia Curth

471 total citations · 1 hit paper
6 papers, 149 citations indexed

About

Alicia Curth is a scholar working on Statistics and Probability, Economics and Econometrics and Infectious Diseases. According to data from OpenAlex, Alicia Curth has authored 6 papers receiving a total of 149 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Statistics and Probability, 4 papers in Economics and Econometrics and 1 paper in Infectious Diseases. Recurrent topics in Alicia Curth's work include Advanced Causal Inference Techniques (6 papers), Statistical Methods in Clinical Trials (4 papers) and Health Systems, Economic Evaluations, Quality of Life (4 papers). Alicia Curth is often cited by papers focused on Advanced Causal Inference Techniques (6 papers), Statistical Methods in Clinical Trials (4 papers) and Health Systems, Economic Evaluations, Quality of Life (4 papers). Alicia Curth collaborates with scholars based in United Kingdom, Switzerland and United States. Alicia Curth's co-authors include Mihaela van der Schaar, Niki Kilbertus, Isaac S. Kohane, Stefan Feuerriegel, Stefan Bauer, David Wright, Frank Bretz, William R. Zame, Stuart Bailey and Ioana Bica and has published in prestigious journals such as Nature Medicine, Clinical Pharmacology & Therapeutics and Statistics in Biopharmaceutical Research.

In The Last Decade

Alicia Curth

6 papers receiving 147 citations

Hit Papers

Causal machine learning for predicting treatment outcomes 2024 2026 2025 2024 25 50 75

Peers

Alicia Curth
Comparison fields: 5 of 87
  • Artificial Intelligence 46
  • Radiology, Nuclear Medicine and Imaging 27
  • Statistics and Probability 21
  • Health Information Management 15
  • Health Informatics 15
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Citations per field, relative to Alicia Curth
Alicia Curth · 1×
Citations per year, relative to Alicia Curth
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Countries citing papers authored by Alicia Curth

Since Specialization
Citations

This map shows the geographic impact of Alicia Curth'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 Alicia Curth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alicia Curth more than expected).

Fields of papers citing papers by Alicia Curth

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alicia Curth. 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 Alicia Curth. The network helps show where Alicia Curth may publish in the future.

Co-authorship network of co-authors of Alicia Curth

This figure shows the co-authorship network connecting the top 25 collaborators of Alicia Curth. A scholar is included among the top collaborators of Alicia Curth 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 Alicia Curth. Alicia Curth is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

6 of 6 papers shown
# Work Indexed citations
1
Causal machine learning for predicting treatment outcomes breakdown →
95
2 11
3
Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms
2
4
Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation
3
5
Estimating Multi-cause Treatment Effects via Single-cause Perturbation
3
6 35

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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