otvPlots-package |
Over time variable plots for predictive modeling (otvPlots) |
bankData |
Direct marketing campaigns of a Portuguese banking institution |
bankLabels |
Labels for bankData |
CalcR2 |
Calculates R2 of a numerical variable using date as the predictor |
OrderByR2 |
Create numerical variable ranking using R2 between date to and variable |
otvPlots |
Over time variable plots for predictive modeling (otvPlots) |
PlotBarplot |
Creates a bar plot for a discrete (or binary) variable |
PlotCatVar |
Create plots and summary statistics for a categorical variable |
PlotDist |
Side-by-side box plots, for a numerical variable, grouped by 'dateGpBp' |
PlotMean |
Plot mean with Mean +- 1SD control limits for a numerical variable |
PlotNumVar |
Create plots and summary statistics for a numerical variable |
PlotQuantiles |
Plot 01, 50, and 99 percentile for a numerical variable |
PlotRates |
Plot zero and missing rates for a numerical variable |
PlotRatesOverTime |
Creates trace plots of categories' proportions over time for a discrete (or binary) variable |
PlotVar |
Create over time variable plots and summary statitsics for one variable |
PrepData |
Prepare an input dataset for plotting |
PrepLabels |
Prepare variable labels |
PrintPlots |
Create a pdf file with plots and compute summary statistics for all variables |
SummaryStats |
Create summary statistics for a numerical variable |
vlm |
Create over time variable plots and summary statistics for variable level monitoring |