hierarchical clustering - Using "ward" method with pvclust in R -
i using pvclust
package in r hierarchical clustering dendrograms p-values.
i want use "ward" clustering , "euclidean" distance method. both work fine data when using hclust
. in pvclust
keep getting error message "invalid clustering method". problem apparently results "ward" method, because other methods such "average" work fine, "euclidean" on own.
this syntax , resulting error message:
result <- pvclust(t(data2007num), method.hclust="ward", method.dist="euclidean", nboot=100) bootstrap (r = 0.5)... error in hclust(distance, method = method.hclust) : invalid clustering method
my data matrix has following form (28 countries x 20 policy dimensions):
x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 y1 y2 y3 y4 y5 y6 y7 y8 y9 y10 aut 2 3 4 2 1 1 4 3 2 2 2 3 3 4 4 2.0 5 4 0 3 ger 3 5 3 2 1 3 2 4 4 5 4 0 4 5 4 3.0 5 5 3 2 swe 5 5 1 5 4 3 1 4 4 5 3 4 5 2 4 3.0 3 3 5 0 nld 4 4 2 3 2 1 0 4 4 0 4 4 4 2 2 4.0 4 4 2 5 esp 3 4 1 4 5 0 3 2 4 1 4 3 3 1 2 3.0 2 2 0 2 ita 3 2 0 3 1 1 3 3 5 5 4 2 4 1 1 2.0 0 2 0 2 fra 3 2 1 3 1 2 4 2 5 2 3 2 3 3 5 4.0 1 2 0 3 dnk 5 2 1 3 4 4 2 4 3 0 4 4 2 3 5 2.0 5 4 5 3 gre 3 3 2 5 2 1 3 2 2 2 3 2 3 0 2 3.0 0 1 0 2 che 5 4 3 3 4 3 2 3 4 1 4 4 2 1 1 3.0 5 4 0 3 bel 3 2 3 1 4 2 4 2 2 2 3 3 3 1 5 2.0 2 3 2 0 cze 2 4 3 3 2 2 1 2 5 2 3 1 4 1 2 3.0 1 4 0 2 pol 3 3 4 4 0 1 3 3 2 2 4 2 2 0 3 4.0 2 2 0 3 irl 3 1 2 1 4 3 2 1 5 4 3 2 2 1 3 2.0 0 1 1 2 lux 2 1 2 5 3 2 2 5 4 2 2 4 3 2 4 3.0 2 3 0 1 hun 1 3 2 3 2 1 4 3 5 4 2 3 4 3 3 2.0 3 2 4 2 prt 3 2 3 5 4 1 4 1 5 5 3 2 2 1 2 2.0 1 1 1 1 aus 4 1 2 1 2 3 1 1 1 5 4 5 3 1 2 3.0 1 3 5 1 can 1 1 1 1 4 1 0 1 1 5 1 1 3 3 2 2.0 1 2 5 4 fin 5 4 4 3 2 3 2 3 3 3 2 2 4 3 3 3.0 4 4 5 2 gbr 3 1 2 1 2 3 1 1 2 5 4 4 4 3 1 2.0 1 3 5 5 jpn 4 1 0 1 2 2 0 2 5 4 3 1 1 3 3 2.0 2 4 5 3 kor 3 3 0 1 2 1 0 0 1 4 0 1 1 2 3 2.0 1 2 1 3 mex 0 3 4 0 3 2 5 2 3 5 2 2 0 0 0 0.0 0 1 0 3 nzl 5 1 2 1 2 3 1 1 5 2 3 5 2 2 2 0.5 0 0 3 3 nor 5 3 2 4 2 4 2 5 4 2 4 5 4 2 4 4.0 5 4 5 0 svk 1 4 3 2 4 2 1 2 5 2 3 2 4 2 2 3.0 0 2 0 3 usa 3 0 1 3 2 4 0 3 0 1 0 0 3 4 1 2.0 1 1 5 4
i tried used "ward" dataset provided pvclust
package (lung
) other data provided in r (such boston
in mass
package, without success. solution or if "ward" method disabled inpvclust
?
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