Stats#
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Apply a Bayesian test function to an InferenceData object. |
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Compare models based on PSIS-LOO loo or WAIC waic cross-validation. |
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Calculate highest density interval (HDI) of array for given probability. |
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One dimensional density estimation. |
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Compute Pareto-smoothed importance sampling leave-one-out cross-validation (PSIS-LOO-CV). |
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Compute leave one out (PSIS-LOO) probability integral transform (PIT) values. |
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Pareto smoothed importance sampling (PSIS). |
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R² for Bayesian regression models. |
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Create a data frame with summary statistics. |
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Compute the widely applicable information criterion. |