Dear all, I have something about function outer() that I can't understand. Just see the following example. The two NaNs are due to 0/0, but I can't figure out the cause of the last two errors. I wonder if some one can explain this for me. ___________________________________________________________________> sx=rbinom(10,1,0.5);ot=rbinom(10,1,0.5);ag <- rbinom(10,100,0.3);ho <- rbinom(10,100,0.5) > dp <- function(s,a,h)sum((sx==s)&(ag==a)&(ho==h)&(ot==1))/sum((sx==s)&(ag==a)&(ho==h)) > (function(x,y)dp(1,x,y))(2,3)[1] NaN> (function(x,y)dp(0,x,y))(27,52)[1] NaN> dpm <- outer(ag,ho,function(x,y)dp(1,x,y))Error in outer(ag, ho, function(x, y) dp(1, x, y)) : dim<- : dims [product 100] do not match the length of object [1]> dpf <- outer(ag,ho,function(x,y)dp(0,x,y))Error in outer(ag, ho, function(x, y) dp(0, x, y)) : dim<- : dims [product 100] do not match the length of object [1]>------------------------------------------------------------------------------------------------------------------- Thanks very much, Feng [[alternative HTML version deleted]]
On Mon, 28 Feb 2005, Feng Chen wrote:> Dear all, > > I have something about function outer() that I can't understand. Just > see the following example. The two NaNs are due to 0/0, but I can't > figure out the cause of the last two errors. I wonder if some one can > explain this for me.Look at FAQ 7.18. -thomas> ___________________________________________________________________ >> sx=rbinom(10,1,0.5);ot=rbinom(10,1,0.5);ag <- rbinom(10,100,0.3);ho <- rbinom(10,100,0.5) >> dp <- function(s,a,h)sum((sx==s)&(ag==a)&(ho==h)&(ot==1))/sum((sx==s)&(ag==a)&(ho==h)) >> (function(x,y)dp(1,x,y))(2,3) > [1] NaN >> (function(x,y)dp(0,x,y))(27,52) > [1] NaN >> dpm <- outer(ag,ho,function(x,y)dp(1,x,y)) > Error in outer(ag, ho, function(x, y) dp(1, x, y)) : > dim<- : dims [product 100] do not match the length of object [1] >> dpf <- outer(ag,ho,function(x,y)dp(0,x,y)) > Error in outer(ag, ho, function(x, y) dp(0, x, y)) : > dim<- : dims [product 100] do not match the length of object [1] >> > ------------------------------------------------------------------------------------------------------------------- > > Thanks very much, > Feng > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html >Thomas Lumley Assoc. Professor, Biostatistics tlumley at u.washington.edu University of Washington, Seattle
You might want to read (or re-read) the posting guide about giving a simple example. See comments below. On Mon, 2005-02-28 at 23:03 +0800, Feng Chen wrote:> Dear all, > > I have something about function outer() that I can't understand. Just see the following example. The two NaNs are due to 0/0, but I can't figure out the cause of the last two errors. I wonder if some one can explain this for me. > ___________________________________________________________________ > > sx=rbinom(10,1,0.5);ot=rbinom(10,1,0.5);ag <- rbinom(10,100,0.3);ho <- rbinom(10,100,0.5)Cute but unfortunately not very legible. Why are you mixing "=" and "<-" ? Is there a problem with space bars and return key on your keyboard ? Please learn to wrap the emails at about 72 characters per line (see http://expita.com/nomime.html).> > dp <- function(s,a,h)sum((sx==s)&(ag==a)&(ho==h)&(ot==1))/sum((sx==s)&(ag==a)&(ho==h))> > (function(x,y)dp(1,x,y))(2,3) > [1] NaN > > (function(x,y)dp(0,x,y))(27,52) > [1] NaNAgain this is confusing. Why not define another function (you will need to anyway - see below). Alternatively, you can set 1 as the default value for s in dp().> > dpm <- outer(ag,ho,function(x,y)dp(1,x,y)) > Error in outer(ag, ho, function(x, y) dp(1, x, y)) : > dim<- : dims [product 100] do not match the length of object [1]>From help("outer") :'FUN' must be a function (or the name of it) which expects at least two arguments and which operates elementwise on arrays. And following the suggestion of Prof. Daalgard in the thread http://tolstoy.newcastle.edu.au/R/help/00a/1445.html dp.vect <- function(s, x, y){ sapply( 1:length(x), function(i) dp( s=s, a=x[i], h=y[i]) ) } outer(ag, ho, FUN=dp.vect, s=1 ) # works but I leave the verification to you Your problem could be generalised as the following example one <- rnorm(3); two <- rnorm(4) # data outer( one, two, function(x, y) x + y ) # works fine outer( one, two, function(x, y) sum(c(x, y)) ) # does not work sum.vect <- function(x, y){ sapply( 1:length(x), function(i) sum( c( x[i], y[i] ) ) ) } outer( one, two, sum.vect )> > dpf <- outer(ag,ho,function(x,y)dp(0,x,y)) > Error in outer(ag, ho, function(x, y) dp(0, x, y)) : > dim<- : dims [product 100] do not match the length of object [1] > > > ------------------------------------------------------------------------------------------------------------------- > > Thanks very much, > Feng > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html >
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