Deviance method for objects of type RefFreeCellMix.
● Data Source:
CranContrib
● Keywords:
● Alias: deviance.RefFreeCellMix
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Reference-free method for conducting EWAS while deconvoluting DNA methylation arising as mixtures of cell types.
● Data Source:
CranContrib
● Keywords: DNA methylation, EWAS, cell mixture, deconvolution, surrogate variable, svd
● Alias: RefFreeEwasModel
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Summary method for objects of type BootRefFreeEwasModel; calculates bootstrap mean and standard deviation.
● Data Source:
CranContrib
● Keywords:
● Alias: summary.BootRefFreeEwasModel
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omnibusBoot
(Package: RefFreeEWAS) :
Bootstrap-based omnibus test of significance across all features
Support for bootstrap-based omnibus test of significance accounting for correlation.
● Data Source:
CranContrib
● Keywords: bootstrap, kolmogorov-smirnov, omnibus
● Alias: omnibusBoot
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rfEwasExampleTRUEMethDMR
(Package: RefFreeEWAS) :
True M matrix (cell-specific methylation values) used in simulation (for comparison purposes)
1000 x 4 matrix of beta values
● Data Source:
CranContrib
● Keywords:
● Alias: rfEwasExampleTRUEMethDMR
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Vector of bootstrapped deviances corresponding to an array of reference-free cell-mixture decompositions
● Data Source:
CranContrib
● Keywords:
● Alias: RefFreeCellMixArrayDevianceBoot
●
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Print method for objects of type RefFreeCellMix
● Data Source:
CranContrib
● Keywords:
● Alias: print.RefFreeCellMix
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Matrix of bootstrapped deviances corresponding to an array of reference-free cell-mixture decompositions
● Data Source:
CranContrib
● Keywords:
● Alias: RefFreeCellMixArrayDevianceBoots
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projectMix
(Package: RefFreeEWAS) :
Cell Mixture Projection (reference-based)
Constrained linear projection for estimating cell mixture or related coefficients.
● Data Source:
CranContrib
● Keywords:
● Alias: projectMix
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RefFreeCellMixArray
(Package: RefFreeEWAS) :
Initialize Reference-Free Cell Mixture Projection
Array of reference-free cell-mixture decompositions of a DNA methylation data set
● Data Source:
CranContrib
● Keywords:
● Alias: RefFreeCellMixArray
●
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