This dataset contains pre-treatment covariates, a binary treatment (Z), an ordinal decision (D), and an outcome variable (Y). It is used to study new criminal activity (NCA).
Usage
data(NCAdata_tbl_df)Format
A tibble with 1,891 observations and 19 variables:
- Sex
Numeric variable representing the individual's sex.
- White
Numeric variable indicating whether the individual is White.
- SexWhite
Numeric interaction term between Sex and White.
- Age
Numeric variable indicating the individual's age.
- PendingChargeAtTimeOfOffense
Numeric variable indicating if there was a pending charge at the time of offense.
- NCorNonViolentMisdemeanorCharge
Numeric variable indicating a non-violent misdemeanor charge.
- ViolentMisdemeanorCharge
Numeric variable indicating a violent misdemeanor charge.
- ViolentFelonyCharge
Numeric variable indicating a violent felony charge.
- NonViolentFelonyCharge
Numeric variable indicating a non-violent felony charge.
- PriorMisdemeanorConviction
Numeric variable indicating prior misdemeanor convictions.
- PriorFelonyConviction
Numeric variable indicating prior felony convictions.
- PriorViolentConviction
Numeric variable indicating prior violent convictions.
- PriorSentenceToIncarceration
Numeric variable indicating prior sentences to incarceration.
- PriorFTAInPastTwoYears
Numeric variable indicating prior failures to appear (FTA) in the past two years.
- PriorFTAOlderThanTwoYears
Numeric variable indicating prior failures to appear (FTA) older than two years.
- Staff_ReleaseRecommendation
Numeric variable indicating the staff release recommendation.
- Z
Binary treatment variable.
- D
Ordinal decision variable.
- Y
Outcome variable measuring new criminal activity (NCA).
Details
The dataset name has been changed to 'NCAdata_tbl_df' to avoid confusion with other data sets in the R ecosystem. This naming convention helps distinguish this dataset as part of the crimedatasets package and assists users in identifying its specific characteristics. The suffix 'tbl_df' indicates that the dataset is a tibble in R. The original content has not been modified in any way.