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Techniques for generic probabilistic inversion

JOURNAL ARTICLE published March 2006 in Computational Statistics & Data Analysis

Authors: C. Du | D. Kurowicka | R.M. Cooke

https://doi.org/10.1016/j.csda.2005.01.002 Actions

Sampling algorithms for generating joint uniform distributions using the vine-copula method

JOURNAL ARTICLE published March 2007 in Computational Statistics & Data Analysis

Authors: D. Kurowicka | R.M. Cooke

https://doi.org/10.1016/j.csda.2006.11.043 Actions

Mining and visualising ordinal data with non-parametric continuous BBNs

JOURNAL ARTICLE published March 2010 in Computational Statistics & Data Analysis

Authors: A.M. Hanea | D. Kurowicka | R.M. Cooke | D.A. Ababei

https://doi.org/10.1016/j.csda.2008.09.032 Actions

Dependence modelling in ultra high dimensions with vine copulas and the Graphical Lasso

JOURNAL ARTICLE published September 2019 in Computational Statistics & Data Analysis

Research funded by German Research foundation (86/4-1) | DFG (95/919-1)

Authors: Dominik Müller | Claudia Czado

https://doi.org/10.1016/j.csda.2019.02.007 Actions

Simplified R-vine based forward regression

JOURNAL ARTICLE published March 2021 in Computational Statistics & Data Analysis

Authors: Kailun Zhu | Dorota Kurowicka | Gabriela F. Nane

https://doi.org/10.1016/j.csda.2020.107091 Actions

Regular vines with strongly chordal pattern of (conditional) independence

JOURNAL ARTICLE published August 2022 in Computational Statistics & Data Analysis

Authors: Kailun Zhu | Dorota Kurowicka

https://doi.org/10.1016/j.csda.2022.107461 Actions

Copula in a multivariate mixed discrete–continuous model

JOURNAL ARTICLE published November 2016 in Computational Statistics & Data Analysis

Authors: Aurelius A. Zilko | Dorota Kurowicka

https://doi.org/10.1016/j.csda.2016.02.017 Actions

Robust estimation of dimension reduction space

JOURNAL ARTICLE published November 2006 in Computational Statistics & Data Analysis

Authors: P. Čížek | W. Härdle

https://doi.org/10.1016/j.csda.2005.11.001 Actions

Common sampling orders of regular vines with application to model selection

JOURNAL ARTICLE published February 2020 in Computational Statistics & Data Analysis

Authors: Kailun Zhu | Dorota Kurowicka | Gabriela F. Nane

https://doi.org/10.1016/j.csda.2019.106811 Actions

Dimension reduction in functional regression with applications

JOURNAL ARTICLE published May 2006 in Computational Statistics & Data Analysis

Authors: U. Amato | A. Antoniadis | I. De Feis

https://doi.org/10.1016/j.csda.2004.12.007 Actions

Selecting and estimating regular vine copulae and application to financial returns

JOURNAL ARTICLE published March 2013 in Computational Statistics & Data Analysis

Authors: J. Dißmann | E.C. Brechmann | C. Czado | D. Kurowicka

https://doi.org/10.1016/j.csda.2012.08.010 Actions

Modelling Uncertainty in Mechanical Joint Parameters using Component Modal and Fuzzy Approaches

BOOK CHAPTER published 2006 in III European Conference on Computational Mechanics

Authors: José M. C. Dos Santos | Brian R. Mace

https://doi.org/10.1007/1-4020-5370-3_302 Actions

A new algorithm for high-dimensional uncertainty quantification based on dimension-adaptive sparse grid approximation and reduced basis methods

JOURNAL ARTICLE published October 2015 in Journal of Computational Physics

Authors: Peng Chen | Alfio Quarteroni

https://doi.org/10.1016/j.jcp.2015.06.006 Actions

Generalized theory of uncertainty (GTU)—principal concepts and ideas

JOURNAL ARTICLE published November 2006 in Computational Statistics & Data Analysis

Authors: Lotfi A. Zadeh

https://doi.org/10.1016/j.csda.2006.04.029 Actions

Goodman–Kruskal measure of dependence for fuzzy ordered categorical data

JOURNAL ARTICLE published November 2006 in Computational Statistics & Data Analysis

Authors: Olgierd Hryniewicz

https://doi.org/10.1016/j.csda.2006.04.014 Actions

LOL selection in high dimension

JOURNAL ARTICLE published March 2014 in Computational Statistics & Data Analysis

Authors: M. Mougeot | D. Picard | K. Tribouley

https://doi.org/10.1016/j.csda.2012.04.012 Actions

High-Dimensional Centrally Symmetric Polytopes with Neighborliness Proportional to Dimension

JOURNAL ARTICLE published May 2006 in Discrete & Computational Geometry

Authors: David L. Donoho

https://doi.org/10.1007/s00454-005-1220-0 Actions

SEMIFAR models—a semiparametric approach to modelling trends, long-range dependence and nonstationarity

JOURNAL ARTICLE published August 2002 in Computational Statistics & Data Analysis

Authors: Jan Beran | Yuanhua Feng

https://doi.org/10.1016/s0167-9473(02)00007-5 Actions

Conditional log-linear structures for log-linear modelling

JOURNAL ARTICLE published April 2006 in Computational Statistics & Data Analysis

Authors: Sung-Ho Kim

https://doi.org/10.1016/j.csda.2005.03.009 Actions

Flexible temporal expression profile modelling using the Gaussian process

JOURNAL ARTICLE published December 2006 in Computational Statistics & Data Analysis

Authors: Ming Yuan

https://doi.org/10.1016/j.csda.2005.11.017 Actions
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