Name : R-BrainCon
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Version : 0.3.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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Release : lp153.1.5
| Date : 2024-06-14 11:39:58
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Group : Development/Libraries/Other
| Source RPM : R-BrainCon-0.3.0-lp153.1.5.src.rpm
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Size : 0.19 MB
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Packager : (none)
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Summary : Inference the Partial Correlations Based on Time Series Data
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Description :
A statistical tool to inference the multi-level partial correlations based on multi-subject time series data, especially for brain functional connectivity. It combines both individual and population level inference by using the methods of Qiu and Zhou. (2021)< DOI: 10.1080/01621459.2021.1917417> and Genovese and Wasserman. (2006)< DOI: 10.1198/016214506000000339>. It realizes two reliable estimation methods of partial correlation coefficients, using scaled lasso and lasso. It can be used to estimate individual- or population-level partial correlations, identify nonzero ones, and find out unequal partial correlation coefficients between two populations.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |