`augment_data`

creates an augmented dataset for use in the weighted
unpenalized quantile regression as part of the algorithm described in
Sherwood and Wang (2016) for solving the penalized quantile regression problem.

1 | ```
augment_data(n_linvars, n_nonlinvars)
``` |

`n_linvars` |
the number of predictors modeled with linear terms |

`n_nonlinvars` |
the number of predictors modeled non-linearly |

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