\HeaderA{apply}{Apply Functions Over Array Margins}{apply}
\keyword{iteration}{apply}
\keyword{array}{apply}
\begin{Description}\relax
Returns a vector or array or list of values obtained by applying a
function to margins of an array.
\end{Description}
\begin{Usage}
\begin{verbatim}
apply(X, MARGIN, FUN, ...)
\end{verbatim}
\end{Usage}
\begin{Arguments}
\begin{ldescription}
\item[\code{X}] the array to be used.
\item[\code{MARGIN}] a vector giving the subscripts which the function will
be applied over.
\code{1} indicates rows, \code{2} indicates columns,
\code{c(1,2)} indicates rows and columns.
\item[\code{FUN}] the function to be applied: see Details.
In the case of functions like \code{+}, \code{\%*\%}, etc., the
function name must be backquoted or quoted.
\item[\code{...}] optional arguments to \code{FUN}.
\end{ldescription}
\end{Arguments}
\begin{Details}\relax
If \code{X} is not an array but has a dimension attribute,
\code{apply} attempts to coerce it to an array via \code{as.matrix}
if it is two-dimensional (e.g., data frames) or via \code{as.array}.

\code{FUN} is found by a call to \code{\LinkA{match.fun}{match.fun}} and typically
is either a function or a symbol (e.g. a backquoted name) or a
character string specifying a function to be searched for from the 
environment of the call to \code{apply}.
\end{Details}
\begin{Value}
If each call to \code{FUN} returns a vector of length \code{n}, then
\code{apply} returns an array of dimension \code{c(n, dim(X)[MARGIN])}
if \code{n > 1}.  If \code{n} equals \code{1}, \code{apply} returns a
vector if \code{MARGIN} has length 1 and an array of dimension
\code{dim(X)[MARGIN]} otherwise.
If \code{n} is \code{0}, the result has length 0 but not necessarily
the \dQuote{correct} dimension.

If the calls to \code{FUN} return vectors of different lengths,
\code{apply} returns a list of length \code{prod(dim(X)[MARGIN])} with
\code{dim} set to \code{MARGIN} if this has length greater than one.
\end{Value}
\begin{References}\relax
Becker, R. A., Chambers, J. M. and Wilks, A. R. (1988)
\emph{The New S Language}.
Wadsworth \& Brooks/Cole.
\end{References}
\begin{SeeAlso}\relax
\code{\LinkA{lapply}{lapply}}, \code{\LinkA{tapply}{tapply}}, and convenience functions
\code{\LinkA{sweep}{sweep}} and \code{\LinkA{aggregate}{aggregate}}.
\end{SeeAlso}
\begin{Examples}
\begin{ExampleCode}
## Compute row and column sums for a matrix:
x <- cbind(x1 = 3, x2 = c(4:1, 2:5))
dimnames(x)[[1]] <- letters[1:8]
apply(x, 2, mean, trim = .2)
col.sums <- apply(x, 2, sum)
row.sums <- apply(x, 1, sum)
rbind(cbind(x, Rtot = row.sums), Ctot = c(col.sums, sum(col.sums)))

stopifnot( apply(x, 2, is.vector)) # not ok in R <= 0.63.2

## Sort the columns of a matrix
apply(x, 2, sort)

##- function with extra args:
cave <- function(x, c1, c2) c(mean(x[c1]), mean(x[c2]))
apply(x,1, cave,  c1="x1", c2=c("x1","x2"))

ma <- matrix(c(1:4, 1, 6:8), nr = 2)
ma
apply(ma, 1, table)  #--> a list of length 2
apply(ma, 1, quantile)# 5 x n matrix with rownames

stopifnot(dim(ma) == dim(apply(ma, 1:2, sum)))## wasn't ok before R 0.63.1

## Example with different lengths for each call
z <- array(1:24, dim=2:4)
zseq <- apply(z, 1:2, function(x) seq(length=max(x)))
zseq         ## a 2 x 3 matrix
typeof(zseq) ## list
dim(zseq) ## 2 3
zseq[1,]
apply(z, 3, function(x) seq(length=max(x))) # a list without a dim attribute
\end{ExampleCode}
\end{Examples}

