Description Usage Arguments Value Examples
Analysis results for multiple pairs: visualization outputs including overall 
pathway clustering and output for each pathway
The multiOutput is function to generate visualization outputs 
for multiple pairs: including overall pathway clustering outputs, model MDS plot, 
model clustering output, heatmap of gene posterior mean, kegg pathway topology for 
each pathway
| 1 2 3 4 | 
| mcmc.merge.list: | a list of merged MCMC output matrices. | 
| dataset.names: | a vector of dataset names. | 
| select.pathway.list: | a list of selected pathways (containing gene components). | 
| ARS_pathway: | a list of two data frames: pathway specific ARS values and their permuted p-value (pathway on rows, column being ARS value or the p-values). | 
| output: | five options: "clustPathway" (pathway clustering),"mdsModel"(model MDS plot),"clustModel" (model clustering output), "genePM" (generating heatmap of gene posterior mean),"keggView" (generating kegg pathway topology, human KEGG only). For details, please refer to manuscript. cannot be empty. | 
| hashtb: | hash table for text mining. | 
| pathways: | complete pathway names for text mining. | 
| keggViewSelect: | which two datasets to view in KEGG topology. | 
| optK: | Optimal number of clusters based on clustering diagnostic results. For "clustPathway" output only. | 
| kegg_pathname: | KEGG pathway name list. For "keggView" only. | 
| hs_gene_id: | Human sapiens gene id. For "keggView" only. | 
stored output in created folders.
| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | ## Not run: 
#mcmc.merge.list from the merge step
#select.pathway.list from the pathSelect step
#ARS_pathway from the multiARS step
data(hashtb) #include hashtb & pathways
dataset.names <- c("hb","hs","ht","mb","ms","mt")
library(KEGG.db)
kegg_pathname <- unlist(as.list(KEGGPATHID2NAME))
library("org.Hs.eg.db")
hs_gene_id <- unlist(mget(x=rownames(mcmc.merge.list[[1]]),
envir=org.Hs.egALIAS2EG))
multiOutput(mcmc.merge.list,dataset.names,select.pathway.list,
ARS_pathway, output=c("clustPathway","mdsModel","clustModel","genePM","keggView"),
hashtb=hashtb,pathways=pathways,keggViewSelect = c(1,4),optK=7)
## End(Not run)
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