Competing Risks Analysis on Predicting Times to Commit Crimes
by Jenq-Daw Lee and Cheng K. Lee.
In this paper, rather than exploring criminological theory, we focus on methodological aspects and apply a trivariate Weibull survival model using competing risks concept
to predict recidivism of committing 3 types of crimes – sex, violent and others. The assumption of independence of time to commit each type of crimes is relaxed so that the association of the time to recidivism between any two types of crimes can be evaluated. We found that the correlation of time to recidivism between sex crimes and violent crimes are more correlated than other pairs of crimes. As to an individual after release, he or she has the highest probability of experiencing a charged arrest of other crimes followed by the probability of experiencing a charged arrest of violent crimes and, then, the probability of experiencing a charged arrest of sex crimes.
survival analysis; competing risks; trivariate Weibull
Jenq-Daw Lee, firstname.lastname@example.org
Cheng K. Lee, email@example.com
Weiming Ke, Weiming.Ke@sdstate.edu
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