Dorota Kurowicka

5.1k total citations · 2 hit papers
58 papers, 3.4k citations indexed

About

Dorota Kurowicka is a scholar working on Statistics, Probability and Uncertainty, Artificial Intelligence and Statistics and Probability. According to data from OpenAlex, Dorota Kurowicka has authored 58 papers receiving a total of 3.4k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Statistics, Probability and Uncertainty, 15 papers in Artificial Intelligence and 14 papers in Statistics and Probability. Recurrent topics in Dorota Kurowicka's work include Risk and Safety Analysis (12 papers), Bayesian Modeling and Causal Inference (11 papers) and Occupational Health and Safety Research (6 papers). Dorota Kurowicka is often cited by papers focused on Risk and Safety Analysis (12 papers), Bayesian Modeling and Causal Inference (11 papers) and Occupational Health and Safety Research (6 papers). Dorota Kurowicka collaborates with scholars based in Netherlands, United States and United Kingdom. Dorota Kurowicka's co-authors include Harry Joe, Roger Cooke, Daniel Lewandowski, G. Papaefthymiou, Eike Brechmann, Claudia Czado, L. van der Sluis, Georgios Papaefthymiou, Anca M. Hanea and Rob M.P. Goverde and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Power Systems and Sustainability.

In The Last Decade

Dorota Kurowicka

57 papers receiving 3.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Generating random correlation matrices based on vines and extended onion method

2009 618 citations Daniel Lewandowski, Dorota Kurowicka et al. Journal of Multivariate Analysis profile →
Selecting and estimating regular vine copulae and application to financial returns

2012 490 citations Eike Brechmann, Claudia Czado et al. Computational Statistics & Data Analysis profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dorota Kurowicka Netherlands	23	796	552	486	453	437	58	3.4k
Tim Bedford United Kingdom	27	194 0.2×	770 1.4×	675 1.4×	562 1.2×	1.2k 2.7×	106	4.2k
Christine M. Anderson‐Cook United States	28	183 0.2×	888 1.6×	675 1.4×	908 2.0×	799 1.8×	239	5.9k
George Casella United States	3	196 0.2×	169 0.3×	328 0.7×	992 2.2×	428 1.0×	4	3.9k
Bovas Abraham Canada	24	183 0.2×	287 0.5×	335 0.7×	621 1.4×	550 1.3×	68	2.8k
H. A. David United States	26	745 0.9×	304 0.6×	306 0.6×	1.8k 3.9×	895 2.0×	107	4.2k
G. J. Janacek United Kingdom	18	362 0.5×	139 0.3×	352 0.7×	146 0.3×	124 0.3×	34	2.4k
Dani Gamerman Brazil	23	105 0.1×	379 0.7×	633 1.3×	1.3k 2.8×	336 0.8×	71	3.8k
Claudia Czado Germany	36	255 0.3×	2.1k 3.9×	1.8k 3.7×	1.5k 3.4×	345 0.8×	141	5.9k
Hamparsum Bozdogan United States	16	111 0.1×	94 0.2×	391 0.8×	796 1.8×	146 0.3×	69	4.7k
G. E. P. Box United States	6	348 0.4×	255 0.5×	558 1.1×	259 0.6×	156 0.4×	8	2.9k

Countries citing papers authored by Dorota Kurowicka

Since Specialization

Citations

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

Fields of papers citing papers by Dorota Kurowicka

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dorota Kurowicka

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Kurowicka, Dorota, Willy Aspinall, & Roger Cooke. (2024). Foundational Aspects for Incorporating Dependencies in Copula-Based Bayesian Networks Using Structured Expert Judgments, Exemplified by the Ice Sheet–Sea Level Rise Elicitation. Entropy. 26(11). 949–949. 1 indexed citations

Cats, Oded, et al.. (2018). Impact of railway disruption predictions and rescheduling on passenger delays. Journal of Rail Transport Planning & Management. 8(2). 103–122. 44 indexed citations

Kurowicka, Dorota, et al.. (2016). Copula in a multivariate mixed discrete–continuous model. Computational Statistics & Data Analysis. 103. 28–55. 22 indexed citations

Kurowicka, Dorota & Wim T. van Horssen. (2015). On an interaction function for copulas. Journal of Multivariate Analysis. 138. 127–142. 3 indexed citations

Cooke, Roger, Dorota Kurowicka, & Kevin J. Wilson. (2015). Sampling, conditionalizing, counting, merging, searching regular vines. Journal of Multivariate Analysis. 138. 4–18. 31 indexed citations

Kurowicka, Dorota. (2014). Joint density of correlations in the correlation matrix with chordal sparsity patterns. Journal of Multivariate Analysis. 129. 160–170. 3 indexed citations

Kurowicka, Dorota, et al.. (2013). A probabilistic model for a gas explosion due to leakages in the grey cast iron gas mains. Reliability Engineering & System Safety. 119. 270–279. 5 indexed citations

Brechmann, Eike, et al.. (2012). Selecting and estimating regular vine copulae and application to financial returns. Computational Statistics & Data Analysis. 59. 52–69. 490 indexed citations breakdown →

Kurowicka, Dorota, et al.. (2010). Probabilistic Inversion in Priority Setting of Emerging Zoonoses. Risk Analysis. 30(5). 715–723. 17 indexed citations

10.

Havelaar, Arie H., Floor van Rosse, Juanita A. Haagsma, et al.. (2010). Prioritizing Emerging Zoonoses in The Netherlands. PLoS ONE. 5(11). e13965–e13965. 126 indexed citations

11.

Ale, B.J.M., Linda J. Bellamy, Joseph L. Cooper, et al.. (2010). Analysis of the crash of TK 1951 using CATS. Reliability Engineering & System Safety. 95(5). 469–477. 18 indexed citations

12.

Kurowicka, Dorota, Maarten Nauta, Katarzyna Jóźwiak, & Roger Cooke. (2010). Updating Parameters of the Chicken Processing Line Model. Risk Analysis. 30(6). 934–944. 3 indexed citations

13.

Lewandowski, Daniel, Dorota Kurowicka, & Harry Joe. (2009). Generating random correlation matrices based on vines and extended onion method. Journal of Multivariate Analysis. 100(9). 1989–2001. 618 indexed citations breakdown →

14.

Ale, B.J.M., Linda J. Bellamy, Roger Cooke, et al.. (2008). Causal Model for Air Transport Safety: Final report. Strathprints: The University of Strathclyde institutional repository (University of Strathclyde). 17 indexed citations

15.

Kurowicka, Dorota & Roger Cooke. (2006). Completion problem with partial correlation vines. Linear Algebra and its Applications. 418(1). 188–200. 28 indexed citations

16.

Kurowicka, Dorota & Roger Cooke. (2006). Uncertainty Analysis with High Dimensional Dependence Modelling. Wiley series in probability and statistics. 299 indexed citations

17.

Morales‐Nápoles, Oswaldo, et al.. (2006). Causal modelling in the Aviation Industry: An application for controlled flight into terrain. 3 indexed citations

18.

Du, Chao, Dorota Kurowicka, & Roger Cooke. (2005). Techniques for generic probabilistic inversion. Computational Statistics & Data Analysis. 50(5). 1164–1187. 31 indexed citations

19.

Kurowicka, Dorota & Roger Cooke. (2003). A parameterization of positive definite matrices in terms of partial correlation vines. Linear Algebra and its Applications. 372. 225–251. 32 indexed citations

20.

Kurowicka, Dorota & Roger Cooke. (2002). Advanced input modeling: the vine copula method for representing high dimensional dependent distributions: application to continuous belief nets. Winter Simulation Conference. 270–278. 5 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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