Nadja Klein

1.6k total citations
73 papers, 790 citations indexed

About

Nadja Klein is a scholar working on Statistics and Probability, Artificial Intelligence and Economics and Econometrics. According to data from OpenAlex, Nadja Klein has authored 73 papers receiving a total of 790 indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Statistics and Probability, 25 papers in Artificial Intelligence and 18 papers in Economics and Econometrics. Recurrent topics in Nadja Klein's work include Statistical Methods and Inference (33 papers), Statistical Methods and Bayesian Inference (21 papers) and Bayesian Methods and Mixture Models (17 papers). Nadja Klein is often cited by papers focused on Statistical Methods and Inference (33 papers), Statistical Methods and Bayesian Inference (21 papers) and Bayesian Methods and Mixture Models (17 papers). Nadja Klein collaborates with scholars based in Germany, Austria and Spain. Nadja Klein's co-authors include Thomas Kneib, Stefan Lang, Nikolaus Umlauf, Achim Zeileis, Stephan Klasen, Michel Denuit, Adam S. Hadley, Andreas Mayr, Matthew G. Betts and Jonathon J. Valente and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.

In The Last Decade

Nadja Klein

66 papers receiving 766 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Nadja Klein Germany 15 307 173 152 89 82 73 790
Yves Tillé Switzerland 15 348 1.1× 154 0.9× 147 1.0× 62 0.7× 59 0.7× 71 784
T. Goicoa Spain 21 284 0.9× 85 0.5× 345 2.3× 87 1.0× 76 0.9× 61 1.1k
Fernanda De Bastiani Brazil 11 191 0.6× 80 0.5× 119 0.8× 113 1.3× 57 0.7× 34 798
Nedret Billor United States 16 308 1.0× 110 0.6× 141 0.9× 62 0.7× 32 0.4× 45 1.1k
Hanfeng Chen United States 15 341 1.1× 250 1.4× 57 0.4× 262 2.9× 67 0.8× 59 1.2k
Mikis D. Stasinopoulos United Kingdom 8 150 0.5× 70 0.4× 59 0.4× 100 1.1× 49 0.6× 14 724
Andrew Thomas Canada 6 258 0.8× 104 0.6× 85 0.6× 128 1.4× 76 0.9× 14 1.0k
Y. Lee South Korea 7 630 2.1× 192 1.1× 136 0.9× 28 0.3× 175 2.1× 9 1.0k
Solomon W. Harrar United States 16 289 0.9× 84 0.5× 34 0.2× 51 0.6× 121 1.5× 52 907
Nikolaus Umlauf Austria 16 152 0.5× 82 0.5× 107 0.7× 313 3.5× 32 0.4× 33 788

Countries citing papers authored by Nadja Klein

Since Specialization
Citations

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

Fields of papers citing papers by Nadja Klein

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Nadja Klein

This figure shows the co-authorship network connecting the top 25 collaborators of Nadja Klein. A scholar is included among the top collaborators of Nadja Klein 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 Nadja Klein. Nadja Klein 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
1.
Klein, Nadja, et al.. (2025). Modelling dependent censoring in time-to-event data using boosting copula regression. Lifetime Data Analysis. 31(4). 994–1016.
2.
Rodríguez‐Álvarez, María Xosé, et al.. (2025). Density regression via Dirichlet process mixtures of normal structured additive regression models. Statistics and Computing. 35(2). 1 indexed citations
3.
Klein, Nadja, et al.. (2025). From counting stations to city-wide estimates: data-driven bicycle volume extrapolation. SHILAP Revista de lepidopterología. 4.
4.
Klein, Nadja, et al.. (2025). Boosting distributional copula regression for bivariate binary, discrete and mixed responses. Statistical Methods in Medical Research. 34(5). 887–902. 1 indexed citations
5.
Umlauf, Nikolaus, et al.. (2024). Scalable Estimation for Structured Additive Distributional Regression. Journal of Computational and Graphical Statistics. 34(2). 601–617. 2 indexed citations
6.
Pereira, Mariana, Frederik D. Weber, David A. Neville, et al.. (2024). Divergent Associations of Slow‐Wave Sleep versus Rapid Eye Movement Sleep with Plasma Amyloid‐Beta. Annals of Neurology. 96(1). 46–60. 10 indexed citations
7.
Lessmann, Stefan, et al.. (2024). The Deep Promotion Time Cure Model. IEEE Transactions on Neural Networks and Learning Systems. 35(12). 18848–18858.
8.
9.
Klein, Nadja, et al.. (2024). Truly Multivariate Structured Additive Distributional Regression. Journal of Computational and Graphical Statistics. 34(4). 1189–1201. 2 indexed citations
10.
Neuwald, Daniel Alexandre, et al.. (2024). Dynamic controlled atmosphere (DCA) – a chance for sustainable fruit storage. Acta Horticulturae. 95–100. 1 indexed citations
11.
12.
Kneib, Thomas, et al.. (2023). Mitigating spatial confounding by explicitly correlating Gaussian random fields. Environmetrics. 34(4). 1 indexed citations
13.
Schmid, Matthias, Tim Friede, Nadja Klein, & Leonie Weinhold. (2023). Accounting for time dependency in meta‐analyses of concordance probability estimates. Research Synthesis Methods. 14(6). 807–823. 2 indexed citations
14.
Klein, Nadja, et al.. (2023). Flexible specification testing in quantile regression models. Scandinavian Journal of Statistics. 51(1). 355–383. 1 indexed citations
15.
Kneib, Thomas, et al.. (2022). Mitigating spatial confounding by explicitly correlating Gaussian random fields. Environmetrics. 33(5). 15 indexed citations
16.
Wallisch, Christine, Nadja Klein, Willi Sauerbrei, et al.. (2022). Review of guidance papers on regression modeling in statistical series of medical journals. PLoS ONE. 17(1). e0262918–e0262918. 19 indexed citations
17.
Munteanu, Catalina, Johannes Kamp, Mihai Daniel Niță, et al.. (2020). Cold War spy satellite images reveal long-term declines of a philopatric keystone species in response to cropland expansion. Proceedings of the Royal Society B Biological Sciences. 287(1927). 20192897–20192897. 13 indexed citations
18.
Strumann, Christoph, et al.. (2018). Quality and resource efficiency in hospital service provision: A geoadditive stochastic frontier analysis of stroke quality of care in Germany. PLoS ONE. 13(9). e0203017–e0203017. 14 indexed citations
19.
Klein, Nadja, et al.. (2014). A New Semiparametric Approach to Analysing Conditional Income Distributions. RePEc: Research Papers in Economics. 1 indexed citations
20.
Klein, Nadja, et al.. (1987). Redesign of a land treatment system to protect groundwater. Journal of Water Pollution Control Federation. 59(9). 813–820. 3 indexed citations

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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