Procast infrastructure |
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Procast: Probabilistic Forecasting |
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Residuals for Probabilistic Regression Models |
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Scoring Probabilistic Forecasts |
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Predictions and Residuals Dispatch for Probabilistic Models |
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Extract Observed Responses from New Data |
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Method for Numerically Evaluating the CRPS of Probability Distributions |
Probabilistic model diagnostics |
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Rootograms for Assessing Goodness of Fit of Probability Models |
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PIT Histograms for Assessing Goodness of Fit of Probability Models |
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Q-Q Plots for Quantile Residuals |
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Worm Plots for Quantile Residuals |
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Reliagram (Extended Reliability Diagram) |
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Plotting probabilistic model diagnostics |
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S3 Methods for Plotting Rootograms |
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S3 Methods for Plotting PIT Histograms |
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S3 Methods for Plotting Q-Q Residuals Plots |
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S3 Methods for a Reliagram (Extended Reliability Diagram) |
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Plotting Graphical Evaluation Tools for Probabilistic Models |
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Interfacs to models/distributions |
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Create an Empirical distribution |
Data sets |
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Serum Potassium Levels |
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Tukey's Volcano Heights |