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Age-Crime Curve Modeling×Régression binomiale négative×
DomaineCriminologyÉconométrie
FamilleRegression modelRegression model
Année d'origine19832011
Auteur d'origineTravis Hirschi & Michael Gottfredson; David FarringtonHilbe (textbook treatment); generalized linear model framework
TypeNonlinear regression modeling of the age distribution of offendingGeneralized linear model for count data
Source fondatriceHirschi, T., & Gottfredson, M. (1983). Age and the explanation of crime. American Journal of Sociology, 89(3), 552–584. DOI ↗Hilbe, J. M. (2011). Negative Binomial Regression (2nd ed.). Cambridge University Press. DOI ↗
AliasAge-Crime Relationship Modeling, Age-Offending Curve, Aggregate Age-Crime Distribution, Crime-Age Profile ModelingNB regression, NB2 regression, negatif binom regresyonu
Apparentées44
RésuméAge-crime curve modeling fits statistical functions to the well-known relationship between age and offending: crime rises sharply in adolescence, peaks in the late teens or early twenties, and declines through adulthood. Brought to prominence by Hirschi and Gottfredson's 1983 claim that this curve is invariant, and elaborated by Farrington, the modeling task is to capture its characteristic skewed, single-peaked shape and to debate what it implies about the causes of crime.Negative Binomial Regression is a generalized linear model for count outcomes that extends Poisson regression to handle overdispersion, where the variance of the counts exceeds their mean. Developed in the GLM tradition and treated in depth by Hilbe (2011), it adds a dispersion parameter so that inference stays valid when Poisson would understate the spread of the data.
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ScholarGateComparer des méthodes: Age-Crime Curve Modeling · Negative Binomial Regression. Consulté le 2026-06-25 sur https://scholargate.app/fr/compare