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. In this paper, we argue that clustering is in essence a design problem, either a sampling design or an experimental … design issue. It is a sampling design issue if sampling follows a two stage process where in the first stage, a subset of …
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As I document using evidence from a journal data repository that I manage, the datasets used in empirical work are getting larger. When we use very large datasets, it can be dangerous to rely on standard methods for statistical inference. In addition, we need to worry about computational issues....
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