I need a research paper in which two step cluster analysis has been used and its results are presented. I have self-learned Cluster analysis through Video tutorials but i haven't found a suitable research paper in which results are presented and discussed. Output of Two-step cluster analysis is diagrammatic and i'm using SPSS 18.
PS: I have categorical variables and data is not normally distributed.
@Prateek I do not know if this will do though it was certainly not two step. http://paa2008.princeton.edu/papers/80964
Check out Cameron, R. C., and D. L. Miller (2015): A Practitioner's Guide to Cluster-Robust Inference,"
Journal of Human Resources, 50, 317.
There is a chapter about it, but code is for stata...
My colleague and I used two-step cluster analysis in our paper "Segmenting the betting market in England" in the International Journal of Market Research, 56(1). In it we reported the number of runs used, the number of clusters suggested and the cluster centroids. There's a section on two-step clustering in Norusis' book the SPSS Statistical Procedures Companion which I found helpful when doing the analysis.
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