VPC Percentiles and Prediction Intervals
Obtain information about the bins from a tidyvpcobj
Perform binless Visual Predictive Check (VPC)
Binning methods for Visual Predictive Check (VPC)
Different functions that perform binning.
Censoring observed data for Visual Predictive Check (VPC)
Perform a consistency check on observed and simulated data
Perform a Visual Predictive Check (VPC) computation
Remove prediction correction for Visual Predictive Check (VPC)
Normalized Prediction Distribution Errors
Specify observed dataset and variables for VPC
Plot a tidyvpcobj
Prediction corrected Visual Predictive Check (pcVPC)
Print a tidyvpcobj
Specify simulated dataset and variables for VPC
Stratification for Visual Predictive Check (VPC)
Compute VPC statistics
Perform a Visual Predictive Check (VPC), while accounting for stratification, censoring, and prediction correction. Using piping from 'magrittr', the intuitive syntax gives users a flexible and powerful method to generate VPCs using both traditional binning and a new binless approach Jamsen et al. (2018) <doi:10.1002/psp4.12319> with Additive Quantile Regression (AQR) and Locally Estimated Scatterplot Smoothing (LOESS) prediction correction.