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A matched sample was then constructed for the three groups, using randomization in selection when possible within the two groups of unlicensed registered ministry centers (unlicensed, registered; and unlicensed registered meeting the Voluntary Certification Program; see Table 1).
Despite the female bias in the cohort noted earlier as a limitation of the study, T0 T2 T4 matched sample was 38% male, enabling limited evaluation of the impact of gender on program response.
The unique contribution of childhood maltreatment to recidivism in a matched sample was examined using PSM.
The balance of the matched sample was examined by comparing the distributions for all categorical covariates.
The matched sample was well balanced (standardized differences <10%) for almost all variables (see supplementary appendix 3).
Consistent with the Veterans Affairs (VA) population, 100% of the fall group and 99.0% of the matched sample was male.
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Based on Hamming values (D) between the extracted minutiae and the matched sample, the matched sample is always found when threshold (D_{0}) is set to 0.5.
This is perhaps a reflection of the fact discussed earlier that the matched sample is matched on a low end of characteristics which exacerbate the gap instead of reducing it.
Additionally, we are interested in comparing the estimates for both periods and the sample for the bust period in the matched sample is very small (453 observations) to obtain significant estimates.
Sixteen participants, eight per matched sample, were lost as they did not fall within the common support; those excluded did not differ from the included sample at baseline.
The optimally matched sample is ascertained from these data, and its performance is compared to the analysis of the full data.
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