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mandymejia
fMRIscrub:Scrubbing and Other Data Cleaning Routines for fMRI
Data-driven fMRI denoising with projection scrubbing (Pham et al (2022) <doi:10.1016/j.neuroimage.2023.119972>). Also includes routines for DVARS (Derivatives VARianceS) (Afyouni and Nichols (2018) <doi:10.1016/j.neuroimage.2017.12.098>), motion scrubbing (Power et al (2012) <doi:10.1016/j.neuroimage.2011.10.018>), aCompCor (anatomical Components Correction) (Muschelli et al (2014) <doi:10.1016/j.neuroimage.2014.03.028>), detrending, and nuisance regression. Projection scrubbing is also applicable to other outlier detection tasks involving high-dimensional data.
Maintained by Amanda Mejia. Last updated 6 days ago.
4 stars 4.56 score 15 scripts 1 dependentsddueber
BifactorIndicesCalculator:Bifactor Indices Calculator
The calculator computes bifactor indices such as explained common variance (ECV), hierarchical Omega (OmegaH), percentage of uncontaminated correlations (PUC), item explained common variance (I-ECV), and more. This package is an R version of the 'Excel' based 'Bifactor Indices Calculator' (Dueber, 2017) <doi:10.13023/edp.tool.01> with added convenience features for directly utilizing output from several programs that can fit confirmatory factor analysis or item response models.
Maintained by David Dueber. Last updated 2 months ago.
8 stars 3.90 score 7 scriptsredworld123
CoastlineFD:Calculation of the Fractal Dimension of a Coastline
Calculating the fractal dimension of a coastline using the boxes and dividers methods.
Maintained by Zhao Shiqi. Last updated 12 months ago.
3 stars 3.48 score