The programming language mosml comes with foldr that 'accumulates' a function f over a list [x1,x2,...,xn] with initial value b as follows foldr f b [x1,x2,...,xn] = f(x1,...,f(xn-1,f(xn,b))...) Observe that "list" should have same elements so in R terminology it would perhaps be appropriate to say that the accumulation takes place over a 'vector'. I wonder if R comes with a similar function and in general a library or package with list (vector) operators. Or is such programming style not intended in R? Regards MJ
fold right - recursive list (vector) operators
4 messages · Mads Jeppe Tarp-Johansen, John Fox, Thomas Lumley +1 more
Dear MJ,
If I follow correctly what you want to do, then the following should
work:
foldr <- function(f, x){
if (length(x) > 1) f(c(x[1], Recall(f, x[-1])))
else f(x)
}
For example,
sum(c(4, sum(c(2, sum(6)))))
[1] 12
foldr(sum, c(4,2,6))
[1] 12 I hope this helps, John On Wed, 3 Nov 2004 22:59:11 +0100 (CET)
Mads Jeppe Tarp-Johansen <s02mjtj at math.ku.dk> wrote:
The programming language mosml comes with foldr that 'accumulates' a function f over a list [x1,x2,...,xn] with initial value b as follows foldr f b [x1,x2,...,xn] = f(x1,...,f(xn-1,f(xn,b))...) Observe that "list" should have same elements so in R terminology it would perhaps be appropriate to say that the accumulation takes place over a 'vector'. I wonder if R comes with a similar function and in general a library or package with list (vector) operators. Or is such programming style not intended in R? Regards MJ
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-------------------------------- John Fox Department of Sociology McMaster University Hamilton, Ontario, Canada http://socserv.mcmaster.ca/jfox/
On Wed, 3 Nov 2004, Mads Jeppe Tarp-Johansen wrote:
The programming language mosml comes with foldr that 'accumulates' a function f over a list [x1,x2,...,xn] with initial value b as follows foldr f b [x1,x2,...,xn] = f(x1,...,f(xn-1,f(xn,b))...) Observe that "list" should have same elements so in R terminology it would perhaps be appropriate to say that the accumulation takes place over a 'vector'. I wonder if R comes with a similar function and in general a library or package with list (vector) operators. Or is such programming style not intended in R?
Only a few such second-order functions are built in, eg sapply() and
mapply().
For short vectors it is easy to write recursive implementations of most of
them, eg your foldr function:
reduce<-function(f,b,x){
n<-length(x)
if (n==1)
f(x,b)
else
f(x[1],reduce(f,b,x[-1]))
}
For longer vectors you need an iterative implementation.
eg
reduce<-function(f,b,x){
n<-length(x)
rval<-f(x[n],b)
if (n>1){
for (xn in rev(x[-1]))
rval<-f(xn,rval)
}
return(rval)
}
-thomas
Mads Jeppe Tarp-Johansen <s02mjtj at math.ku.dk> writes:
The programming language mosml comes with foldr that 'accumulates' a function f over a list [x1,x2,...,xn] with initial value b as follows foldr f b [x1,x2,...,xn] = f(x1,...,f(xn-1,f(xn,b))...) Observe that "list" should have same elements so in R terminology it would perhaps be appropriate to say that the accumulation takes place over a 'vector'. I wonder if R comes with a similar function and in general a library or package with list (vector) operators. Or is such programming style not intended in R?
R does generally encourage abstraction and encapsulation. However
operations like foldr are not common in statistics, I'd say. We have
cumsum and cumprod, which are the same sort of thing, hard coded. It's
easy to implement in R, although possibly not efficiently. Something
like this should work (untested!):
foldr <- function(f, b, x) {
if (!(n <- length(x))) stop("zero-length x not allowed")
if (n == 1)
f(b, x)
else
foldr(f, f(x[n], b), x[-n])
}
or non-recursively (equally untested)
foldr <- function(f, b, x)
{
if (!(n <- length(x))) stop("zero-length x not allowed")
while (n) {
b <- f(b, x[n])
n <- n - 1
}
b
}
O__ ---- Peter Dalgaard Blegdamsvej 3 c/ /'_ --- Dept. of Biostatistics 2200 Cph. N (*) \(*) -- University of Copenhagen Denmark Ph: (+45) 35327918 ~~~~~~~~~~ - (p.dalgaard at biostat.ku.dk) FAX: (+45) 35327907