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Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process - MaRDI portal

Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process (Q1002545)

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Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process
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    Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process (English)
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    2 March 2009
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    generalized cross validation
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    large number of parameters and small sample size
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    model selection
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    nonparametric regression
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    out-of-sample prediction
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    \(S_p\) criterion
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