Estimate and do inference on absolute abundanceThe core top-level function in paramedic. |
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Run a Stan algorithm to estimate concentrations from combined absolute and relative abundance data |
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Print and summarize paramedic objectsPrint and summary methods for objects of class paramedic. |
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Print method for paramedic objects |
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Summary method for paramedic objects |
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Make predictions on new dataUsing the posterior distribution from a paramedic fit, make predictions on new data using either a Stan model or R. |
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Generate predictions based on a paramedic model fit |
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Draw from the posterior predictive distribution |
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Process data and set up initial parameter valuesInternal functions that ensure incoming data is valid and generates initial values to pass to stan |
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Prepare Data for Paramedic |
Process a dataset, returning observed abolute and relative abundance matrices |
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Extract estimatesFunctions to extract point estimates and interval estimates from paramedic runs. |
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Extract posterior summaries from a hierarchical model fit |
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Generate a Wald-type prediction interval for qPCR |
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Generate a Poisson-quantile-based prediction interval for qPCR |
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Example dataLoad and describe example datasets |
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Example relative abundance data |
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Example abolute abundance data |
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Simulated data from relative and absolute abundance views |
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Package documentation homepageLanding page for R help |
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The 'paramedic' package. |