Zobrazeno 1 - 10
of 800
pro vyhledávání: '"P. Malinsky"'
Graphical structure learning is an effective way to assess and visualize cross-biomarker dependencies in biomedical settings. Standard approaches to estimating graphs rely on conditional independence tests that may not be sensitive to associations th
Externí odkaz:
http://arxiv.org/abs/2411.17033
Algorithms for constraint-based causal discovery select graphical causal models among a space of possible candidates (e.g., all directed acyclic graphs) by executing a sequence of conditional independence tests. These may be used to inform the estima
Externí odkaz:
http://arxiv.org/abs/2405.06763
Autor:
Malinsky, Daniel
We study the data-driven selection of causal graphical models using constraint-based algorithms, which determine the existence or non-existence of edges (causal connections) in a graph based on testing a series of conditional independence hypotheses.
Externí odkaz:
http://arxiv.org/abs/2404.18232
We propose a set of causal estimands that we call the "mediated probabilities of causation." These estimands quantify the probabilities that an observed negative outcome was induced via a mediating pathway versus a direct pathway in a stylized settin
Externí odkaz:
http://arxiv.org/abs/2404.07397
Autor:
Malinský, Petr, Romanenko, Oleksander, Havránek, Vladimír, Cutroneo, Mariapompea, Novák, Josef, Štěpanovská, Eva, Mikšová, Romana, Marvan, Petr, Mazánek, Vlastimil, Sofer, Zdeněk, Macková, Anna
Publikováno v:
Polymers 2023, 15, 1066
In this study, novel flexible micro-scale humidity sensors were directly fabricated in graphene oxide (GO) and polyimide (PI) using ion beam writing without any further modifications, and then successfully tested in an atmospheric chamber. Two low fl
Externí odkaz:
http://arxiv.org/abs/2402.07651
We study the prospects of thermal leptogenesis in the framework of the minimal flipped $SU(5)$ unified model in which the RH neutrino mass scale emerges as a two-loop effect. Despite its strong suppression with respect to the unification scale which
Externí odkaz:
http://arxiv.org/abs/2312.08357
Autor:
Tereshina-Chitrova, E. A., Pourovskii, L. V., Khmelevskyi, S., Horak, L., Bao, Z., Mackova, A., Malinsky, P., Gouder, T., Caciuffo, R.
Frustrated antiferromagnets offer a captivating platform to study the intricate relationship of magnetic interactions, geometric constraints, and emergent phenomena. By controlling spin orientations, these materials can be tailored for applications i
Externí odkaz:
http://arxiv.org/abs/2310.15696
We consider missingness in the context of causal inference when the outcome of interest may be missing. If the outcome directly affects its own missingness status, i.e., it is "self-censoring", this may lead to severely biased causal effect estimates
Externí odkaz:
http://arxiv.org/abs/2306.05511
We scrutinize the physical viability of the minimal non-supersymmetric $\mathrm{SO}(10)$ GUT with the scalar sector $\mathbf{45}\oplus\mathbf{126}\oplus\mathbf{10}_{\mathbb{C}}$, in which the unified symmetry is broken by the former two representatio
Externí odkaz:
http://arxiv.org/abs/2304.14227
Publikováno v:
Heliyon, Vol 10, Iss 19, Pp e38786- (2024)
The regulation of gene expression in eukaryotes relies largely on the action of exoribonucleases, evolutionarily conserved enzymes that digest decapped messenger RNAs in the 5’-3’ direction. The activity of Xrn1, the major yeast exoribonuclease,
Externí odkaz:
https://doaj.org/article/781c4d9aaab1450ba2847db64ed2e26d
