title: Standardization of measures prior to cluster analysis.
abstract: A common problem in cluster analysis is the determination of a scale-free measure of distance between individuals. This paper presents a procedure for scaling measurements using a reference individual as a standard of comparison. The procedure is particularly useful in classification of the results of laboratory procedures, where a reference standard is routinely produced. An example is the clustering of patterns that result from crossed antigen-antibody electrophoresis for determining the phenotype of the serum protein alpha 1-antitrypsin. The procedure appears to remove extraneous variability while retaining the information necessary for classification.
mesh_terms: D001797:Blood Protein Electrophoresis / Q000592:standards; D006801:Humans; D007122:Immunoelectrophoresis / Q000592:standards; D010641:Phenotype; D013029:Space-Time Clustering; D013223:Statistics as Topic; D000515:alpha 1-Antitrypsin / Q000032:analysis
chemical_list: D000515:alpha 1-Antitrypsin