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Titlebook: Combining, Modelling and Analyzing Imprecision, Randomness and Dependence; Jonathan Ansari,Sebastian Fuchs,Olgierd Hryniewicz Conference p

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,On a Linear Regression Model for Star-Shaped Set-Valued Random Elements,om star-shaped sets will be introduced, as well as the corresponding framework to deal with them. This framework relies on a center-radial characterization, leveraging the well-established properties of Hilbert spaces. The key features of the proposed linear regression model will be analyzed.
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Margaret Karembu,Michael Njuguna. Consequently, the use of robust clustering procedures has been advocated. A robust linear clustering procedure will be reviewed here, where robustness is pursued by applying a trimming approach. The proposed algorithm for its practical implementation is based on concentration steps, analogous to t
发表于 2025-3-30 17:13:48 | 显示全部楼层
https://doi.org/10.1007/978-1-4757-3178-1m vector . as well as perfect directed dependence of . on . Further, it satisfies an information gain inequality and also characterizes conditional independence, which—thanks to a fast estimator—allows a model-free variable selection in almost linear time. In this paper, we compare two multi-output
发表于 2025-3-30 21:47:55 | 显示全部楼层
Giuseppa Romeo,Claudio Marcianòy . is minimum is proved. The proof, based on the Berge Maximum Theorem, also gives the expression of the distribution function of . and implies a monotonicity property. In addition, the explicit solution for some of the most relevant copulas is stated.
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发表于 2025-3-31 05:10:32 | 显示全部楼层
Giuseppa Romeo,Claudio Marcianò the semigroup is constructed as the limit . and is uniquely determined by the time derivative . for smooth functions. We identify explicit conditions for the generating family . that are transferred to the semigroup . and can easily be verified in applications. Furthermore, there is a structural li
发表于 2025-3-31 10:06:43 | 显示全部楼层
A. Bezat-Jarzębowska,W. Rembisz,A. Sielskaon broadly diverge into two categories, those which attribute a worth or weight to information sources and those which attribute said worth to the evidence arising from said sources. The latter is pervasive in the physical sciences, underpinning linear order statistics and enabling non-linear aggreg
发表于 2025-3-31 15:07:06 | 显示全部楼层
Economic Feasibility of a Cooperativeevents and coherent conditional probabilities, examining it within the framework of the betting scheme. We propose a revised definition of fuzzy sets and introduce operations such as complement and intersection. To achieve this, we employ logical operations among conditional events within the framew
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Cities, Consumption, and Marketing Dynamicson concerning the buildings energy profile. The idea is to use the hierarchical clustering algorithm based on the Gower’s index to find a first partition of buildings based on their static characteristics, such as age class, energy class, and heating surface, and, next, to investigate the within-clu
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