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MFA expands Principal Component Analysis (PCA) to the analysis of 3D structured data, where the same variables are measured on the same individuals at various times, forming a matrix X (with dimensions I * J* K) [ 11].
In cases where multi-site research is conducted entirely on structured data where there is less variability in the data and a more limited set of potential PHI elements, these approaches may be more sophisticated and resource intensive than is necessary.
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We use Convo, and there's no place to put that kind of information, let alone in a structured data format where it's easy to search.
The Commission should lead by helping to create standards for disclosure, using structured data and taxonomies, where applicable.
Instead of requiring people to access or look up a bit of structured data, it instead puts the information where they're looking anyway: in the middle of their steady stream of updates.
Lots of structured data.
They only want structured data.
We used a shared frailty random effects model 27 to accommodate the multilevel structure of data where groups of patients with cancer belong to the same general practice list.
In order to control for confounding due to cluster effects -- which are potentially caused by the multilevel structure of the data where patients are nested within regions (municipalities) -- we used conditional logistic regression modelling with region as a stratum [ 13].
The second aspect driving the model choice is linked to the structure of the data where the observations are restricted only to the summer months allowing to take into account the serial correlation within each summer period and assuming independence between summers.
The instruction frequencies for nand and IO, both of which are critical for performing Boolean logic tasks, are also significantly above 3.86% in the overlapping and non-overlapping reward structure data sets where there is a selective pressure to perform Boolean logic tasks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com