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Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation - MaRDI portal

Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation (Q1702015)

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scientific article; zbMATH DE number 6844372
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English
Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation
scientific article; zbMATH DE number 6844372

    Statements

    Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation (English)
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    27 February 2018
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    cross-validation
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    hierarchical model
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    importance sampling
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    leave-one-out
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    marginalized likelihood
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    model comparison
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    over-dispersed count data
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    pointwise predictive loss
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    WAIC
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    Bayesian models
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    Watanabe-Akaike information criterion
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