In this chapter, we will cover the following recipes:
Generating summary statistics with
$rollup
Working with changes in values
Scaling variables to simplify variable relationships
Working with time series data with Incanter Zoo
Smoothing variables to decrease variation
Validating sample statistics with bootstrapping
Modeling linear relationships
Modeling non-linear relationships
Modeling multinomial Bayesian distributions
Finding data errors with Benford's law