Inferring Cell-Specific Gene Regulatory Network


[Up] [Top]

Documentation for package ‘inferCSN’ version 1.0.0

Help Pages

inferCSN-package inferCSN: Inferring Cell-Specific Gene Regulatory Network
acc.calculate ACC calculate
auc.calculate AUC value calculate
check.parameters Check input parameters
coef.inferCSN Extracts a specific solution in the regularization path
coef.inferCSNCV Extracts a specific solution in the regularization path
compute.gene.rank Compute and rank TFs in network
contrast.networks contrast.networks
dynamic.networks Plot of dynamic networks
example_ground_truth Example ground truth data
example_matrix Example matrix data
inferCSN Inferring Cell-Specific Gene Regulatory Network
inferCSN-method Inferring Cell-Specific Gene Regulatory Network
inferCSN.fit Fit a sparse regression model
net.format Format weight table
network.heatmap The heatmap of network
predict.inferCSN Predict Response
predict.inferCSNCV Predict Response
prepare.performance.data prepare.performance.data
print.inferCSN Prints a summary of inferCSN.fit
print.inferCSNCV Prints a summary of inferCSN.fit
sparse.regression Sparse regression model
sub.inferCSN Sparse regression model for single gene
table.to.matrix Switch weight table