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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/summary_qvalue.R
\name{summary.qvalue}
\alias{summary.qvalue}
\alias{summary,}
\title{Display q-value object}
\usage{
\method{summary}{qvalue}(object, cuts = c(1e-04, 0.001, 0.01, 0.025, 0.05,
0.1, 1), digits = getOption("digits"), ...)
}
\arguments{
\item{object}{A q-value object.}
\item{cuts}{Vector of significance values to use for table (optional).}
\item{digits}{Significant digits to display (optional).}
\item{\ldots}{Additional arguments; currently unused.}
}
\value{
Invisibly returns the original object.
}
\description{
Display summary information for a q-value object.
}
\details{
\code{summary} shows the original call, estimated proportion of
true null hypotheses, and a table comparing the number of significant calls
for the p-values, estimated q-values, and estimated local FDR values using a set of
cutoffs given by \code{cuts}.
}
\examples{
# import data
data(hedenfalk)
p <- hedenfalk$p
# get summary results from q-value object
qobj <- qvalue(p)
summary(qobj, cuts=c(0.01, 0.05))
}
\references{
Storey JD. (2002) A direct approach to false discovery rates. Journal
of the Royal Statistical Society, Series B, 64: 479-498. \cr
\url{http://onlinelibrary.wiley.com/doi/10.1111/1467-9868.00346/abstract}
Storey JD and Tibshirani R. (2003) Statistical significance for
genome-wide experiments. Proceedings of the National Academy of Sciences,
100: 9440-9445. \cr
\url{http://www.pnas.org/content/100/16/9440.full}
Storey JD. (2003) The positive false discovery rate: A Bayesian
interpretation and the q-value. Annals of Statistics, 31: 2013-2035. \cr
\url{http://projecteuclid.org/DPubS/Repository/1.0/Disseminate?view=body&id=pdf_1&handle=euclid.aos/1074290335}
Storey JD, Taylor JE, and Siegmund D. (2004) Strong control,
conservative point estimation, and simultaneous conservative
consistency of false discovery rates: A unified approach. Journal of
the Royal Statistical Society, Series B, 66: 187-205. \cr
\url{http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9868.2004.00439.x/abstract}
Storey JD. (2011) False discovery rates. In \emph{International Encyclopedia of Statistical Science}. \cr
\url{http://genomine.org/papers/Storey_FDR_2011.pdf} \cr
\url{http://www.springer.com/statistics/book/978-3-642-04897-5}
}
\seealso{
\code{\link{qvalue}}, \code{\link{plot.qvalue}}, \code{\link{write.qvalue}}
}
\author{
John D. Storey, Andrew J. Bass, Alan Dabney
}
\keyword{summary}
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