Generating function for EuclRandVariable-class
Generates an object of class "EuclRandVariable"
.
EuclRandVariable(Map = list(function(x){1}), Domain = NULL, dimension = 1, Range)
Map |
list of functions forming the map. |
Domain |
object of class |
dimension |
positive integer: dimension of the
range of |
Range |
object of class |
Object of class "EuclRandVariable"
Matthias Kohl Matthias.Kohl@stamats.de
L1 <- list(function(x){x}, function(x){x^2}, function(x){x^3}, function(x){x^4}) L2 <- list(function(x){exp(x)}, function(x){abs(x)}, function(x){sin(x)}, function(x){floor(x)}) R1 <- EuclRandVariable(Map = L1, Domain = Reals(), dimension = 1) Map(R1) Range(R1) Range(R1) <- Reals() R1[2] Map(R1[3]) Map(R1[c(1,2,4)]) Map(R1[2:4]) set.seed(123) evalRandVar(R1, rnorm(1)) x <- as.matrix(rnorm(10)) res.R1 <- evalRandVar(R1, x) res.R1[2,,] # results for Map(R1)[[2]](x) res.R1[2,1,] # results for Map(R1)[[2]](x[1,]) R2 <- EuclRandVariable(L2, Domain = Reals(), dimension = 1) DL1 <- imageDistr(R2, Norm()) plot(DL1) Domain(R2) <- EuclideanSpace(dimension = 2) Range(R2) <- EuclideanSpace(dimension = 2) (X <- matrix(c(x, rnorm(10)), ncol = 2)) res.R2 <- evalRandVar(R2, X) res.R2[3,,1] # results for Map(R2)[[3]](X[,1]) Map(log(abs(R2))) # "Math" group generic # "Arith" group generic Map(3 + R1) Map(c(1,3,5) * R1) try(1:5 * R1) # error Map(1:2 * R2) Map(R2 - 5) Map(R1 ^ R1) ## The function is currently defined as function(Map = list(function(x){1}), Domain = NULL, dimension = 1, Range) { if(missing(Range)) return(new("EuclRandVariable", Map = Map, Domain = Domain, Range = EuclideanSpace(dimension = dimension))) else return(new("EuclRandVariable", Map = Map, Domain = Domain, Range = Range)) }
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