239 citations · 898 across the 33 of their papers we have counts for
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stat.ME2022★ 12 cited
An information-theoretic approach to hypergraph psychometrics
Daniele Marinazzo, Jan Van Roozendaal, Fernando E. Rosas +5
Psychological network approaches propose to see symptoms or questionnaire items as interconnected nodes, with links between them reflecting pairwise statistical dependencies evalua…
stat.ME2020★ 26 cited
Decomposing spectral and phasic differences in non-linear features between datasets
Pedro A. M. Mediano, Fernando E. Rosas, Adam B. Barrett +1
When employing non-linear methods to characterise complex systems, it is important to determine to what extent they are capturing genuine non-linear phenomena that could not be ass…