Order Restricted Clustering for Microarray Experiments
The monotone means under increasing/decreasing trend
Order restricted clustering for dose-response trends in microarray exp...
Plotting the gene specific profiles for one given cluster of genes
Plot of the observed gene expression and the isotonic means with respe...
Plot the variaty of the properties dependent on the proportion of hete...
Estimation of the proportion of the heterogeneity in the observed data...
Provides clustering of genes with similar dose response (or time course) profiles. It implements the method described by Lin et al. (2012).