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- W4298025687 abstract "A key problem in statistical modeling is model selection, how to choose a model at an appropriate level of complexity. This problem appears in many settings, most prominently in choosing the number ofclusters in mixture models or the number of factors in factor analysis. In this tutorial we describe Bayesian nonparametric methods, a class of methods that side-steps this issue by allowing the data to determine the complexity of the model. This tutorial is a high-level introduction to Bayesian nonparametric methods and contains several examples of their application." @default.
- W4298025687 created "2022-10-01" @default.
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- W4298025687 date "2011-06-14" @default.
- W4298025687 modified "2023-10-14" @default.
- W4298025687 title "A Tutorial on Bayesian Nonparametric Models" @default.
- W4298025687 doi "https://doi.org/10.48550/arxiv.1106.2697" @default.
- W4298025687 hasPublicationYear "2011" @default.
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