Dorota Kurowicka

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 8

Top Topics

Correlation Matrix

Sensitivity Analysis

Statistical Independence

Conditional Independencies

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

J. Rail Transp. Plan. Manag.

Environ. Model. Softw.

Publications

Kailun Zhu, Dorota Kurowicka
Regular vines with strongly chordal pattern of (conditional) independence. Comput. Stat. Data Anal. 172 (2022)
Kailun Zhu, Dorota Kurowicka, Gabriela F. Nane
Simplified R-vine based forward regression. Comput. Stat. Data Anal. 155 (2021)
Kailun Zhu, Dorota Kurowicka, Gabriela F. Nane
Common sampling orders of regular vines with application to model selection. Comput. Stat. Data Anal. 142 (2020)
Nadjla Ghaemi, Aurelius A. Zilko, Fei Yan, Oded Cats, Dorota Kurowicka, Rob M. P. Goverde
Impact of railway disruption predictions and rescheduling on passenger delays. J. Rail Transp. Plan. Manag. 8 (2) (2018)
Matei Tene, Dana E. Stuparu, Dorota Kurowicka, Ghada Y. El Serafy
A copula-based sensitivity analysis method and its application to a North Sea sediment transport model. Environ. Model. Softw. 104 (2018)
Aurelius A. Zilko, Dorota Kurowicka
Copula in a multivariate mixed discrete-continuous model. Comput. Stat. Data Anal. 103 (2016)
Dorota Kurowicka, Wim T. van Horssen
On an interaction function for copulas. J. Multivar. Anal. 138 (2015)
Roger M. Cooke, Dorota Kurowicka, K. Wilson
Sampling, conditionalizing, counting, merging, searching regular vines. J. Multivar. Anal. 138 (2015)
Dorota Kurowicka
Joint density of correlations in the correlation matrix with chordal sparsity patterns. J. Multivar. Anal. 129 (2014)
Monika B. Forys, Dorota Kurowicka, Bas Peppelman
A probabilistic model for a gas explosion due to leakages in the grey cast iron gas mains. Reliab. Eng. Syst. Saf. 119 (2013)
J. Dißmann, Eike C. Brechmann, Claudia Czado, Dorota Kurowicka
Selecting and estimating regular vine copulae and application to financial returns. Comput. Stat. Data Anal. 59 (2013)
Dorota Kurowicka
Conditionalization of Copula-Based Models. Decis. Anal. 9 (3) (2012)
Anca M. Hanea, Dorota Kurowicka, Roger M. Cooke, Dan A. Ababei
Mining and visualising ordinal data with non-parametric continuous BBNs. Comput. Stat. Data Anal. 54 (3) (2010)
Ben J. M. Ale, L. J. Bellamy, J. Cooper, Dan A. Ababei, Dorota Kurowicka, O. Morales, J. Spouge
Analysis of the crash of TK 1951 using CATS. Reliab. Eng. Syst. Saf. 95 (5) (2010)
Ben J. M. Ale, L. J. Bellamy, R. van der Boom, J. Cooper, Roger M. Cooke, Louis H. J. Goossens, A. R. Hale, Dorota Kurowicka, O. Morales, A. L. C. Roelen, J. Spouge
Further development of a Causal model for Air Transport Safety (CATS): Building the mathematical heart. Reliab. Eng. Syst. Saf. 94 (9) (2009)
Daniel Lewandowski, Dorota Kurowicka, Harry Joe
Generating random correlation matrices based on vines and extended onion method. J. Multivar. Anal. 100 (9) (2009)
Oswaldo Morales-Nápoles, Dorota Kurowicka, Alfred Roelen
Response to Prof. O'Hagan. Reliab. Eng. Syst. Saf. 93 (5) (2008)
O. Morales, Dorota Kurowicka, A. L. C. Roelen
Eliciting conditional and unconditional rank correlations from conditional probabilities. Reliab. Eng. Syst. Saf. 93 (5) (2008)
Dorota Kurowicka, Roger M. Cooke
Sampling algorithms for generating joint uniform distributions using the vine-copula method. Comput. Stat. Data Anal. 51 (6) (2007)
C. Du, Dorota Kurowicka, Roger M. Cooke
Techniques for generic probabilistic inversion. Comput. Stat. Data Anal. 50 (5) (2006)
Anca M. Hanea, Dorota Kurowicka, Roger M. Cooke
Hybrid Method for Quantifying and Analyzing Bayesian Belief Nets. Qual. Reliab. Eng. Int. 22 (6) (2006)
Roger M. Cooke, Dorota Kurowicka, Isaac Meilijson
Linearization of local probabilistic sensitivity via sample re-weighting. Reliab. Eng. Syst. Saf. 79 (2) (2003)
Dorota Kurowicka
Domains of attraction of asymptotic reliability functions. Appl. Math. Comput. 128 (1) (2002)
Dorota Kurowicka, Roger M. Cooke
Advanced input modeling: the vine copula method for representing high dimensional dependent distributions: application to continuous belief nets. WSC (2002)
Dorota Kurowicka
Domains of attraction of asymptotic reliability functions of some homogeneous series-parallel systems. Appl. Math. Comput. 98 (1) (1999)