synth: Synthetic data
In aihuman: Experimental Evaluation of Algorithm-Assisted Human Decision-Making
synth 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
aihuman documentation built on April 12, 2025, 1:47 a.m.
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| synth | 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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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