VPC Percentiles and Prediction Intervals


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Documentation for package ‘tidyvpc’ version 1.5.1

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bininfo Obtain information about the bins from a 'tidyvpcobj'
bininfo.tidyvpcobj Obtain information about the bins from a 'tidyvpcobj'
binless Perform binless Visual Predictive Check (VPC)
binless.tidyvpcobj Perform binless Visual Predictive Check (VPC)
binning Binning methods for Visual Predictive Check (VPC)
binning.tidyvpcobj Binning methods for Visual Predictive Check (VPC)
binningfunctions Different functions that perform binning.
bin_by_classInt Different functions that perform binning.
bin_by_eqcut Different functions that perform binning.
bin_by_ntile Different functions that perform binning.
bin_by_pam Different functions that perform binning.
censoring Censoring observed data for Visual Predictive Check (VPC)
censoring.tidyvpcobj Censoring observed data for Visual Predictive Check (VPC)
check_order Perform a consistency check on observed and simulated data
cut_at Different functions that perform binning.
generics Perform a Visual Predictive Check (VPC) computation
nearest Different functions that perform binning.
nopredcorrect Remove prediction correction for Visual Predictive Check (VPC)
nopredcorrect.tidyvpcobj Remove prediction correction for Visual Predictive Check (VPC)
npde Normalized Prediction Distribution Errors
npde.tidyvpcobj Normalized Prediction Distribution Errors
observed Specify observed dataset and variables for VPC
observed.data.frame Specify observed dataset and variables for VPC
obs_cat_data Example observed data with categorical DV
obs_data Example observed data with continuous DV
plot.tidyvpcobj Plot a 'tidyvpcobj'
predcorrect Prediction corrected Visual Predictive Check (pcVPC)
predcorrect.tidyvpcobj Prediction corrected Visual Predictive Check (pcVPC)
print.tidyvpcobj Print a 'tidyvpcobj'
simulated Specify simulated dataset and variables for VPC
simulated.tidyvpcobj Specify simulated dataset and variables for VPC
sim_cat_data Example simulated data with categorical DV
sim_data Example simulated data with continuous DV
stratify Stratification for Visual Predictive Check (VPC)
stratify.tidyvpcobj Stratification for Visual Predictive Check (VPC)
vpcstats Compute VPC statistics
vpcstats.tidyvpcobj Compute VPC statistics