Journal of the Royal Statistical Society Series A (Statistics in Society) · 2003 · 45 citations · 21 references
Social SciencesBiostatisticsCriminologyCrimeCrime Prevention PolicyViolent CrimeCrime PolicyCrime PreventionJuvenile DelinquencyVictim CharacteristicsVictim-offender RelationshipVictimization Risk FactorsBivariate Descriptive AnalysisBivariate Random-effects ModelProbit RegressionViolent Offending
Summary We consider the association between victimization and offending behaviour by using data from the Youth Lifestyles Survey. We consider the effect of violent and non-violent offending on the probability of being a victim of violent and non-violent crime and find a positive association between these by using univariate probit estimates. However, taking into account the endog- enous nature of offending and victimization via a bivariate probit model, we find that univariate estimates understate the association. We suggest that policy recommendations should only be informed by the bivariate analysis of the association between offending and victimization.
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Human ecology and crime: A routine activity approach
Marcus Felson, Lawrence E. Cohen · Human Ecology · 1980 · 599 citations