Predicting Recidivism Using Survival Models

Name: Predicting Recidivism Using Survival Models
Brand: Springer-Verlag New York Inc.
SKU: 9781461283430
Price: 100.0 EUR
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Autor: Peter Schmidt, Ann D. Witte

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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Our interest in the statistical modeling of data on the timing of recidivism began in the mid 1970s...

Informácie o knihe

Autor

Peter Schmidt, Ann D. Witte

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

174

EAN

9781461283430

ISBN

1461283434

Enbook ID

06795613

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

300

Rozmery

155 x 235 x 13

Kompletný popis

Our interest in the statistical modeling of data on the timing of recidivism began in the mid 1970s when we were both junior members of the eco nomics department at the University of North Carolina. At that time, methods of analyzing qualitative and limited variables were being developed rapidly in the econometric literature, and we became interested in finding a suitable application for these new methods. Data on the timing of recidivism offered unique and interesting statistical challenges, such as skewness of the distribution and the presence of censoring. Being young and foolish, we decided it would be fun to try something "really" difficult. And, being young and ignorant, we were blissfully unaware of the con current developments in the statistical modeling of survival times that were then appearing in the biostatistics, operations research, and criminological literatures. In the course of some earlier research, we had learned that the North Carolina Department of Correction had an unusually well-developed data base on their inmates. We approached the Department and asked if they would be interested in working with us to develop models that would predict when their former charges would return to their custody. They agreed because they were interested in using such models to evaluate rehabilitative programs and alternative prison management systems and to help project future prison populations.

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