@@ -120,10 +120,11 @@ hclust(d, method = "complete", members = NULL)
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\emph {inversions } or \emph {reversals } which are hard to interpret ,
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but note the trichotomies in Legendre and Legendre (2012 ).
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- Two different algorithms are found in the literature for Ward clustering.
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- The one used by option \code {" ward.D" } (equivalent to the only Ward
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- option \code {" ward" } in \R versions \eqn {\le }{< = } 3.0.3 ) \emph {does not } implement
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- Ward ' s (1963) clustering criterion, whereas option \c ode{"ward.D2"} implements
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+ Two different algorithms are found in the literature for Ward
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+ clustering. The one used by option \code {" ward.D" } (equivalent to the
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+ only Ward option \code {" ward" } in \R versions \eqn {\le }{< = } 3.0.3 )
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+ \emph {does not } implement the clustering criterion of
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+ \bibcitet {R : Ward : 1963 }, whereas option \code {" ward.D2" } implements
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that criterion \bibcitep {R : Murtagh + Legendre : 2014 }. With the latter , the
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dissimilarities are \emph {squared } before cluster updating.
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Note that \code {\link [cluster ]{agnes }(* , method = " ward" )} corresponds
@@ -161,39 +162,18 @@ hclust(d, method = "complete", members = NULL)
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}
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\references {
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\bibinfo {R : Becker + Chambers + Wilks : 1988 }{note }{(S version )}
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+ \bibinfo {R : Murtagh : 1985 }{note }{(For algorithmic details of algorithms used )}
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\bibshow {* ,
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+ R : Anderberg : 1973 ,
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R : Becker + Chambers + Wilks : 1988 ,
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- R:McQuitty:1966}
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-
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- Everitt, B. (1974).
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- \e mph{Cluster Analysis}.
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- London: Heinemann Educ. Books.
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-
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- Hartigan, J.A. (1975).
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- \e mph{Clustering Algorithms}.
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- New York: Wiley.
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-
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- Sneath, P. H. A. and R. R. Sokal (1973).
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- \e mph{Numerical Taxonomy}.
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- San Francisco: Freeman.
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-
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- Anderberg, M. R. (1973).
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- \e mph{Cluster Analysis for Applications}.
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- Academic Press: New York.
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-
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- Gordon, A. D. (1999).
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- \e mph{Classification}. Second Edition.
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- London: Chapman and Hall / CRC
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-
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- Murtagh, F. (1985).
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- \d Quote{Multidimensional Clustering Algorithms}, in
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- \e mph{COMPSTAT Lectures 4}.
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- Wuerzburg: Physica-Verlag
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- (for algorithmic details of algorithms used).
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-
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- Legendre, P. and L. Legendre (2012).
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- \e mph{Numerical Ecology},
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- 3rd English ed. Amsterdam: Elsevier Science BV.
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+ R : Everitt : 1974 ,
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+ R : Gordon : 1999 ,
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+ R : Hartigan : 1975 ,
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+ R : Legendre + Legendre : 2012 ,
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+ R : McQuitty : 1966 ,
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+ R : Murtagh : 1985 ,
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+ R : Sneath + Sokal : 1973 ,
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+ R : Ward : 1963 }
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}
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\author {
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The \code {hclust } function is based on Fortran code
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