A Tutorial on Regularized Partial Correlation Networks
Sign Up to like & getrecommendations! Published in 2018 at "Psychological Methods"
DOI: 10.1037/met0000167
Abstract: Abstract Recent years have seen an emergence of network modeling applied to moods, attitudes, and problems in the realm of psychology. In this framework, psychological variables are understood to directly affect each other rather than… read more here.
Keywords: network; tutorial regularized; regularized partial; correlation networks ... See more keywords
Semi-supervised echo state network with partial correlation pruning for time-series variables prediction in industrial processes
Sign Up to like & getrecommendations! Published in 2023 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/acd8dc
Abstract: For an ordinary echo state network (ESN), redundant information in the huge reservoir will lead to degradation of the prediction performance of the network, especially when the labels of the samples are limited. To solve… read more here.
Keywords: network; semi supervised; partial correlation; correlation pruning ... See more keywords
Inference for nonparanormal partial correlation via regularized rank-based nodewise regression.
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13624
Abstract: Partial correlation is a common tool in studying conditional dependence for Gaussian distributed data. However, partial correlation being zero may not be equivalent to conditional independence under non-Gaussian distributions. In this paper, we propose a… read more here.
Keywords: procedure; nonparanormal partial; partial correlation; correlation ... See more keywords
Efficient Propagation of Epistemic Uncertainty for Probabilistic Seismic Hazard Analyses (PSHAs) Including Partial Correlation of Magnitude–Distance Scaling
Sign Up to like & getrecommendations! Published in 2021 at "Bulletin of the Seismological Society of America"
DOI: 10.1785/0120200381
Abstract: Probabilistic seismic hazard analysis (PSHA) is moving from ergodic ground-motion models (GMMs) to nonergodic GMMs that account for site-source-specific source, path, and site effects and which require a much larger number of GMM branches on… read more here.
Keywords: hazard; gmms; epistemic uncertainty; correlation ... See more keywords
Asymmetric Relatedness from Partial Correlation
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DOI: 10.3390/e24030365
Abstract: Relatedness is a key concept in economic complexity, since the assessment of the similarity between industrial sectors enables policymakers to design optimal development strategies. However, among the different ways to quantify relatedness, a measure that… read more here.
Keywords: network; relatedness; relatedness partial; partial correlation ... See more keywords
Pythagorean Fuzzy Partial Correlation Measure and Its Application
Sign Up to like & getrecommendations! Published in 2023 at "Symmetry"
DOI: 10.3390/sym15010216
Abstract: The process of computing correlation among attributes of an ordinary database is significant in the analysis and classification of a data set. Due to the uncertainties embedded in data classification, encapsulating correlation techniques using Pythagorean… read more here.
Keywords: pythagorean fuzzy; correlation measure; partial correlation; correlation ... See more keywords