# NOT RUN {
data(hydroSIMN)
parameters
summary(parameters)
# traceWminim
param <- parameters[c("Hm","Ybar")]
n <- dim(param)[1]; k <- dim(param)[2]
param.norm <- (param - matrix(apply(param,2,mean),nrow=n,ncol=k,
byrow=TRUE))/matrix(apply(param,2,sd),
nrow=n,ncol=k,byrow=TRUE)
clusters <- traceWminim(param.norm,4);
names(clusters) <- parameters["cod"][,]
clusters
annualflows
summary(annualflows)
x <- annualflows["dato"][,]
cod <- annualflows["cod"][,]
fac <- factor(annualflows["cod"][,],
levels=names(clusters[clusters==1]))
x1 <- annualflows[!is.na(fac),"dato"]
cod1 <- annualflows[!is.na(fac),"cod"]
#HW.tests(x1,cod1) # it takes some time
fac <- factor(annualflows["cod"][,],
levels=names(clusters[clusters==3]))
x3 <- annualflows[!is.na(fac),"dato"]
cod3 <- annualflows[!is.na(fac),"cod"]
#HW.tests(x3,cod3) # it takes some time
# }
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