\name{gpsimCreate} \Rdversion{1.0} \alias{gpsimCreate} \alias{gpdisimCreate} \title{Create a GPSIM/GPDISIM model.} \description{ creates a model for single input motifs with Gaussian processes. } \usage{ model <- gpsimCreate(numGenes, numProteins, times, geneVals, geneVars, options, genes) model <- gpdisimCreate(numGenes, numProteins, times, geneVals, geneVars, options, genes) } \arguments{ \item{numGenes}{number of genes to be modelled in the system.} \item{numProteins}{number of proteins to be modelled in the system.} \item{times}{the time points where the data is to be modelled.} \item{geneVals}{the values of each gene at the different time points.} \item{geneVars}{the varuabces of each gene at the different time points.} \item{options}{options structure (optional).} \item{genes}{names of the probes the model is for} } \value{ \item{model}{model structure containing default parameterisation.} } \details{ These functions are meant to be used through \code{\link{GPLearn}}. } \seealso{ \code{\link{modelExtractParam}, \link{modelOptimise}, \link{GPLearn}}. } \examples{ ## missing, see GPLearn } \keyword{model}