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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/lun2-estimate.R
\name{lun2Estimate}
\alias{lun2Estimate}
\alias{lun2Estimate.SCESet}
\alias{lun2Estimate.matrix}
\title{Estimate Lun2 simulation parameters}
\usage{
lun2Estimate(counts, plates, params = newLun2Params(), min.size = 200,
verbose = TRUE)
\method{lun2Estimate}{SCESet}(counts, plates, params = newLun2Params(),
min.size = 200, verbose = TRUE)
\method{lun2Estimate}{matrix}(counts, plates, params = newLun2Params(),
min.size = 200, verbose = TRUE)
}
\arguments{
\item{counts}{either a counts matrix or an SCESet object containing count
data to estimate parameters from.}
\item{plates}{integer vector giving the plate that each cell originated from.}
\item{params}{Lun2Params object to store estimated values in.}
\item{min.size}{minimum size of clusters when identifying group of cells in
the data.}
\item{verbose}{logical. Whether to show progress messages.}
}
\value{
LunParams object containing the estimated parameters.
}
\description{
Estimate simulation parameters for the Lun2 simulation from a real dataset.
}
\details{
See \code{\link{Lun2Params}} for more details on the parameters.
}
\examples{
\dontrun{
data("sc_example_counts")
data("sc_example_cell_info")
plates <- factor(sc_example_cell_info$Mutation_Status)
params <- lun2Estimate(sc_example_counts, plates, min.size = 20)
params
}
}