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- W2008484920 abstract "Social scientists spend considerable energy constructing typologies and discussing their roles in measurement. Less discussed is the role of typologies in evaluating and revising theoretical arguments. We argue that unsupervised machine learning tools can be profitably applied to the development and testing of theory-based typologies. We review recent advances in mixture models as applied to cluster analysis and argue that these tools are particularly important in the social sciences where it is common to claim that high-dimensional objects group together in meaningful clusters. Model-based clustering (MBC) grounds analysis in probability theory, permitting the evaluation of uncertainty and application of information-based model selection tools. We show that the MBC approach forces analysts to consider dimensionality problems that more traditional clustering tools obscure. We apply MBC to the “varieties of capitalism,” a typology receiving significant attention in political science and economic sociology. We find weak and conflicting evidence for the theory's expected grouping. We therefore caution against the current practice of including typology-derived dummy variables in regression and case-comparison research designs." @default.
- W2008484920 created "2016-06-24" @default.
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- W2008484920 date "2012-01-01" @default.
- W2008484920 modified "2023-10-11" @default.
- W2008484920 title "Model-based Clustering and Typologies in the Social Sciences" @default.
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- W2008484920 doi "https://doi.org/10.1093/pan/mpr039" @default.
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