Censored Regression in Response to the Distributional Realities of Crime and Justice Measures

References

• Albonetti , C. A. 1997 . Sentencing under the federal sentencing guidelines: Effects of defendant characteristics, guilty pleas, and departures on sentence outcomes for drug offenses, 1991–1992 . Law & Society Review , 31 (4) : 789 – 822 .
   Web of Science ®Google Scholar
• Berk , R. 2004 . Regression analysis: A constructive critique , Thousand Oaks, CA : Sage .
   Google Scholar
• Chay , K. Y. and Honoré , B. E. 1998 . Estimation of semiparametric censored regression models: An application to changes in black‐white earnings inequality during the 1960s . Journal of Human Resources , 33 (1) : 4 – 38 .
   Web of Science ®Google Scholar
• Chay , K. Y. and Powell , J. L. 2001 . Semiparametric censored regression models . Journal of Economic Perspectives , 15 (4) : 29 – 42 .
   Web of Science ®Google Scholar
• Dugan , L. , Nagin , D. and Rosenfeld , R. 1999 . Explaining the decline in intimate partner homicide: The effects of changing domesticity, women's status, and domestic violence resources . Homicide Studies , 3 (3) : 187 – 214 .
   Google Scholar
• Eliason , S. 1993 . Maximum likelihood estimation: Logic and practice , Newbury Park, CA : Sage .
   Google Scholar
• Esbensen , F. A. and Osgood , D. W. 1999 . Gang Resistance Education and Training (GREAT): Results from the national evaluation . Journal of Research in Crime & Delinquency , 36 (2) : 194 – 225 .
   Web of Science ®Google Scholar
• Gaes , G. G. and McGuire , W. J. 1985 . Prison violence: The contribution of crowding versus other determinants of prison assault rates . Journal of Research in Crime & Delinquency , 22 (1) : 41 – 65 .
   Web of Science ®Google Scholar
• Gottfredson , M. R. and Hirschi , T. 2003 . “ Self‐control and opportunity ” . In Control theories of crime and delinquency: Advances in criminological theory , Edited by: Britt , C. L. and Gottfredson , M. R. Vol. 12 , 5 – 20 . New Brunswick, NJ : Transaction .
   Google Scholar
• Hay , C. and Forrest , W. 2008 . Self‐control theory and the concept of opportunity: The case for a more systematic union . Criminology , 46 (4) : 1039 – 1072 .
   Web of Science ®Google Scholar
• Haynie , D. L. and Osgood , D. W. 2005 . Reconsidering peers and delinquency: How do peers matter? . Social Forces , 84 (2) : 1109 – 1130 .
   Web of Science ®Google Scholar
• Helms , R. and Jacobs , D. 2002 . The political context of sentencing: An analysis of community and individual characteristics . Social Forces , 81 (2) : 577 – 604 .
   Web of Science ®Google Scholar
• Innes , C. A. 1997 . Patterns of misconduct in the federal prison system . Criminal Justice Review , 22 (2) : 157 – 174 .
   Google Scholar
• Leamer , E. E. 1978 . Specification searches: Ad hoc inference with nonexperimental data , New York : John Wiley .
   Google Scholar
• Long , J. S. 1997 . Regression models for categorical and limited dependent variables , Thousand Oaks, CA : Sage .
   Google Scholar
• MacCallum , R. C. , Zhang , S. , Preacher , K. J. and Rucker , D. D. 2002 . On the practice of dichotomization of quantitative variables . Psychological Methods , 7 (1) : 19 – 40 .
   PubMed Web of Science ®Google Scholar
• Manski , C. F. 2007 . Identification for prediction and decision , Cambridge, MA : Harvard University Press .
   Google Scholar
• Matsueda , R. L. , Kreager , D. A. and Huizinga , D. 2006 . Deterring delinquents: A rational choice model of theft and violence . American Sociological Review , 71 (1) : 95 – 122 .
   Web of Science ®Google Scholar
• McDonald , J. F. and Moffitt , R. A. 1980 . The uses of Tobit analysis . Review of Economics and Statistics , 62 (2) : 318 – 321 .
   Web of Science ®Google Scholar
• Muthén , L. and Muthén , B. 2008 . MPlus user's guide 5.0 , Los Angeles, CA : Muthén and Muthén .
   Google Scholar
• Nagin , D. S. 2005 . Group based modeling of development , Cambridge, MA : Harvard University Press .
   Google Scholar
• Nagin , D. S. and Paternoster , R. 1993 . Enduring individual differences and rational choice theories of crime . Law & Society Review , 27 (3) : 467 – 496 .
   Web of Science ®Google Scholar
• Nagin , D. S. and Smith , D. A. 1990 . Participation in and frequency of delinquent behavior: A test for structural differences . Journal of Quantitative Criminology , 6 (4) : 335 – 356 .
   Google Scholar
• Nelson , F. D. 1981 . A test for misspecification in the censored normal model . Econometrica , 49 (5) : 1317 – 1329 .
   Web of Science ®Google Scholar
• Nienstedt , B. C. , Zatz , M. and Epperlein , T. 1988 . Court processing and sentencing of drinking drivers: Using new methodologies . Journal of Quantitative Criminology , 4 (1) : 39 – 59 .
   Google Scholar
• Osgood , D. W. , Finken , L. W. and McMorris , B. 2002 . Analyzing multiple‐item measures of crime and deviance II: Tobit regression analysis of transformed scores . Journal of Quantitative Criminology , 18 (4) : 319 – 347 .
   Web of Science ®Google Scholar
• Osgood , D. W. , McMorris , B. and Potenza , M. T. 2002 . Analyzing multiple‐item measures of crime and deviance I: Item response theory scaling . Journal of Quantitative Criminology , 18 (3) : 267 – 296 .
   Web of Science ®Google Scholar
• Ousey , G. C. and Wilcox , P. 2007 . The interaction of antisocial propensity and life‐course varying predictors of delinquent behavior: Differences by method of estimation and implications for theory . Criminology , 45 (2) : 401 – 442 .
   Web of Science ®Google Scholar
• Paternoster , R. and Triplett , R. 1988 . Disaggregating self‐reported delinquency and its implications for theory . Criminology , 26 (4) : 591 – 625 .
   Web of Science ®Google Scholar
• Piquero , A. R. , Farrington , D. P. and Blumstein , A. 2003 . “ The criminal career paradigm: Background and recent developments ” . In Crime and justice: Vol. 30. A review of research , Edited by: Tonry , M. 359 – 506 . Chicago : University of Chicago Press .
   Google Scholar
• Piquero , A. R. and Pogarsky , G. 2002 . Beyond Stafford and Warr's reconceptualization of deterrence: Personal and vicarious experiences, impulsivity, and offending behavior . Journal of Research in Crime & Delinquency , 39 (2) : 153 – 186 .
   Web of Science ®Google Scholar
• Pogarsky , G. and Piquero , A. R. 2003 . Can punishment encourage offending? Investigating the “resetting effect.” . Journal of Research in Crime & Delinquency , 40 (1) : 95 – 120 .
   Web of Science ®Google Scholar
• Rhodes , W. 1991 . Federal criminal sentencing: Some measurement issues with application to pre‐guideline sentencing disparity . Journal of Criminal Law & Criminology , 81 (4) : 1002 – 1033 .
   Web of Science ®Google Scholar
• Roncek , D. W. 1992 . Learning more from Tobit coefficients: Extending a comparative analysis of political protest . American Sociological Review , 57 (4) : 503 – 507 .
   Web of Science ®Google Scholar
• Sigelman , J. and Zeng , L. 1999 . Analyzing censored and sample selected data with Tobit and Heckit models . Political Analysis , 8 (2) : 167 – 182 .
   Google Scholar
• Smith , D. A. , Visher , C. A. and Jarjoura , C. R. 1991 . Dimensions of delinquency: Exploring the correlates of participation, frequency, and persistence delinquent behavior . Journal of Research in Crime & Delinquency , 28 (1) : 6 – 32 .
   Web of Science ®Google Scholar
• Sullivan , C. J. and Maxfield , M. G. 2003 . Examining paradigmatic development in criminal justice: A content analysis of research methods syllabi in doctoral programs . Journal of Criminal Justice Education , 14 (2) : 269 – 285 .
   Google Scholar
• Sullivan , C. J. , McGloin , J. M. and Piquero , A. R. 2008 . Modeling the deviant y∗ in criminology: An examination of the assumptions of censored normal regression and potential alternatives . Journal of Quantitative Criminology , 24 (4) : 399 – 421 .
   Web of Science ®Google Scholar
• Tittle , C. R. , Ward , D. A. and Grasmick , H. G. 2003 . Self‐control and crime/deviance: Cognitive vs. behavioral measures . Journal of Quantitative Criminology , 19 (4) : 333 – 365 .
   Web of Science ®Google Scholar
• Tobin , J. 1958 . Estimation of relationships for limited dependent variables . Econometrica , 26 (1) : 24 – 36 .
   Web of Science ®Google Scholar
• Wooldredge , J. D. and Winfree , L. T. 1992 . An aggregate‐level study of inmate suicides and deaths due to natural causes in U.S. jails . Journal of Research in Crime & Delinquency , 29 (4) : 466 – 479 .
   Web of Science ®Google Scholar
• Wright , B. R. E. , Caspi , A. , Moffitt , T. E. and Paternoster , R. 2004 . Does the perceived risk of punishment deter criminally prone individuals? Rational choice, self‐control, and crime . Journal of Research in Crime & Delinquency , 41 (2) : 180 – 213 .
   Web of Science ®Google Scholar