| synth {aihuman} | R Documentation |
Synthetic data
Description
A synthetic dataset containing pre-treatment covariates, a binary treatment (Z), an ordinal decision (D), and an outcome variable (Y).
Usage
synth
Format
A data frame with 1000 rows and 11 variables:
- Z
binary treatment
- D
ordinal decision
- Y
outcome
- Sex
male or female
- White
white or non-white
- Age
age
- CurrentViolentOffense
binary variable for current violent offense
- PendingChargeAtTimeOfOffense
binary variable for pending charge (felony, misdemeanor, or both) at the time of offense
- PriorMisdemeanorConviction
binary variable for prior conviction of misdemeanor
- PriorFelonyConviction
binary variable for prior conviction of felony
- PriorViolentConviction
four-level ordinal variable for prior violent conviction
[Package aihuman version 0.1.0 Index]