Log-Linear Poisson Graphical Model with Hot-Deck Multiple Imputation


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Documentation for package ‘RNAseqNet’ version 0.1.5

Help Pages

chooseSigma Select the threshold sigma for hd-MI.
GLMnetToGraph Convert the result of imputedGLMnetwork or a matrix into a network.
GLMnetwork Infer a network from RNA-seq expression.
GLMpath Methods for 'GLMpath' objects.
GLMpath-class Methods for 'GLMpath' objects.
HDImputed Methods for 'HDImputed' objects.
HDImputed-class Methods for 'HDImputed' objects.
HDpath Methods for 'HDpath' objects.
HDpath-class Methods for 'HDpath' objects.
imputedGLMnetwork Multiple hot-deck imputation and network inference from RNA-seq data.
imputeHD Impute missing row datasets with multiple hot deck.
lung RNA-seq expression from lung tissue (GTEx).
plot.HDpath Methods for 'HDpath' objects.
plot.stars Methods for 'stars' objects.
print.GLMpath Methods for 'GLMpath' objects.
print.HDImputed Methods for 'HDImputed' objects.
print.HDpath Methods for 'HDpath' objects.
print.stars Methods for 'stars' objects.
RNAseqNetUsersGuide View RNAseqNet User's Guide
stabilitySelection Selection of the regularization parameter by StARS (Liu et al., 2010).
stars Methods for 'stars' objects.
stars-class Methods for 'stars' objects.
summary.GLMpath Methods for 'GLMpath' objects.
summary.HDImputed Methods for 'HDImputed' objects.
summary.HDimputed Methods for 'HDImputed' objects.
summary.HDpath Methods for 'HDpath' objects.
summary.stars Methods for 'stars' objects.
thyroid RNA-seq expression from thyroid tissue (GTEx).
varIntra Average intra-donor pool variance.