메뉴 건너뛰기




Volumn 24, Issue 4, 2008, Pages 399-421

Modeling the deviant Y in criminology: An examination of the assumptions of censored normal regression and potential alternatives

Author keywords

Censored dependent variables; Model assumptions; Semiparametric estimators; Sentencing; Tobit regression

Indexed keywords


EID: 53649083012     PISSN: 07484518     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10940-008-9051-9     Document Type: Article
Times cited : (16)

References (66)
  • 1
    • 0031329908 scopus 로고    scopus 로고
    • Sentencing under the federal sentencing guidelines: Effects of defendant characteristics, guilty pleas, and departures on sentence outcomes for drug offenses, 1991-1992
    • CA Albonetti 1997 Sentencing under the federal sentencing guidelines: effects of defendant characteristics, guilty pleas, and departures on sentence outcomes for drug offenses, 1991-1992 Law Soc Rev 31 789 822
    • (1997) Law Soc Rev , vol.31 , pp. 789-822
    • Albonetti, C.A.1
  • 2
    • 3142702323 scopus 로고
    • Tobit models: A survey
    • T Amemiya 1984 Tobit models: a survey J Econometrics 24 3 61
    • (1984) J Econometrics , vol.24 , pp. 3-61
    • Amemiya, T.1
  • 5
    • 0036408331 scopus 로고    scopus 로고
    • Latent variables in psychology and the social sciences
    • KA Bollen 2002 Latent variables in psychology and the social sciences Annu Rev Psychol 53 605 634
    • (2002) Annu Rev Psychol , vol.53 , pp. 605-634
    • Bollen, K.A.1
  • 6
    • 0033464873 scopus 로고    scopus 로고
    • Assessing stability and change in criminal offending: A comparison of random effects, semiparametric, and fixed effects modeling strategies
    • S Bushway R Brame R Paternoster 1999 Assessing stability and change in criminal offending: a comparison of random effects, semiparametric, and fixed effects modeling strategies J Quant Criminol 15 23 61
    • (1999) J Quant Criminol , vol.15 , pp. 23-61
    • Bushway, S.1    Brame, R.2    Paternoster, R.3
  • 8
    • 0041161156 scopus 로고    scopus 로고
    • A test of Lundman's organizational product thesis with data on citizen complaints
    • L Cao X Deng S Barton 2000 A test of Lundman's organizational product thesis with data on citizen complaints Policing: Int J Police Strat 23 356 373
    • (2000) Policing: Int J Police Strat , vol.23 , pp. 356-373
    • Cao, L.1    Deng, X.2    Barton, S.3
  • 9
    • 11744304955 scopus 로고    scopus 로고
    • Estimation of semiparametric censored regression models: An application to changes in black-white earnings inequality during the 1960s
    • KY Chay BE Honoré 1998 Estimation of semiparametric censored regression models: an application to changes in black-white earnings inequality during the 1960s J Hum Resour 33 4 38
    • (1998) J Hum Resour , vol.33 , pp. 4-38
    • Chay, K.Y.1    Honoré, B.E.2
  • 10
    • 0005871313 scopus 로고    scopus 로고
    • Semiparametric censored regression models
    • KY Chay JL Powell 2001 Semiparametric censored regression models J Econ Perspect 15 29 42
    • (2001) J Econ Perspect , vol.15 , pp. 29-42
    • Chay, K.Y.1    Powell, J.L.2
  • 11
    • 0000591336 scopus 로고
    • Some statistical models for limited dependent variables with application to the demand for durable goods
    • TC Cragg 1971 Some statistical models for limited dependent variables with application to the demand for durable goods Econometrica 39 829 844
    • (1971) Econometrica , vol.39 , pp. 829-844
    • Cragg, T.C.1
  • 12
    • 84952503973 scopus 로고
    • A suggestion for using powerful and informative tests of normality
    • RB D'Agostino A Belanger RBJ D'Agostino 1990 A suggestion for using powerful and informative tests of normality Am Stat 44 316 321
    • (1990) Am Stat , vol.44 , pp. 316-321
    • D'Agostino, R.B.1    Belanger, A.2    D'Agostino, R.B.J.3
  • 13
    • 33646591347 scopus 로고    scopus 로고
    • Bootstrapping a conditional moments test for normality after Tobit estimation
    • DM Drukker 2002 Bootstrapping a conditional moments test for normality after Tobit estimation Stata J 2 125 139
    • (2002) Stata J , vol.2 , pp. 125-139
    • Drukker, D.M.1
  • 14
    • 0001498177 scopus 로고    scopus 로고
    • Explaining the decline in intimate partner homicide: The effects of changing domesticity, women's status, and domestic violence resources
    • L Dugan D Nagin R Rosenfeld 1999 Explaining the decline in intimate partner homicide: the effects of changing domesticity, women's status, and domestic violence resources Hom Studies 3 187 214
    • (1999) Hom Studies , vol.3 , pp. 187-214
    • Dugan, L.1    Nagin, D.2    Rosenfeld, R.3
  • 15
    • 0039726620 scopus 로고    scopus 로고
    • A note on the performance of simple specification tests for the Tobit model
    • P Ericson J Hansen 1999 A note on the performance of simple specification tests for the Tobit model Oxf Bull Econ Stat 66 121 127
    • (1999) Oxf Bull Econ Stat , vol.66 , pp. 121-127
    • Ericson, P.1    Hansen, J.2
  • 16
    • 0345621642 scopus 로고    scopus 로고
    • Gang Resistance Education and Training (GREAT): Results from the national evaluation
    • FA Esbensen DW Osgood 1999 Gang Resistance Education and Training (GREAT): results from the national evaluation J Res Crime Delinq 36 194 225
    • (1999) J Res Crime Delinq , vol.36 , pp. 194-225
    • Esbensen, F.A.1    Osgood, D.W.2
  • 17
    • 0021912535 scopus 로고
    • Prison violence: The contribution of crowding versus other determinants of prison assault rates
    • GG Gaes WJ McGuire 1985 Prison violence: the contribution of crowding versus other determinants of prison assault rates J Res Crime Delinq 22 41 65
    • (1985) J Res Crime Delinq , vol.22 , pp. 41-65
    • Gaes, G.G.1    McGuire, W.J.2
  • 18
    • 0004296209 scopus 로고    scopus 로고
    • 5 Prentice Hall Upper Saddle River, NJ
    • Greene WH (2003) Econometric analysis, 5th edn. Prentice Hall, Upper Saddle River, NJ
    • (2003) Econometric Analysis
    • Greene, W.H.1
  • 19
    • 30744464084 scopus 로고    scopus 로고
    • Reconsidering peers and delinquency: How do peers matter?
    • DL Haynie DW Osgood 2005 Reconsidering peers and delinquency: how do peers matter? Soc Forces 84 1109 1130
    • (2005) Soc Forces , vol.84 , pp. 1109-1130
    • Haynie, D.L.1    Osgood, D.W.2
  • 20
    • 0036970724 scopus 로고    scopus 로고
    • The political context of sentencing: An analysis of community and individual characteristics
    • R Helms D Jacobs 2002 The political context of sentencing: an analysis of community and individual characteristics Soc Forces 81 577 604
    • (2002) Soc Forces , vol.81 , pp. 577-604
    • Helms, R.1    Jacobs, D.2
  • 21
    • 0008370947 scopus 로고    scopus 로고
    • Patterns of misconduct in the federal prison system
    • CA Innes 1997 Patterns of misconduct in the federal prison system Crim Just Rev 22 157 174
    • (1997) Crim Just Rev , vol.22 , pp. 157-174
    • Innes, C.A.1
  • 22
    • 0027459286 scopus 로고
    • Drinking and driving, self-control, and gender: Testing a general theory of crime
    • C Keane PS Maxim JJ Teevan 1993 Drinking and driving, self-control, and gender: testing a general theory of crime J Res Crime Delinq 30 30 46
    • (1993) J Res Crime Delinq , vol.30 , pp. 30-46
    • Keane, C.1    Maxim, P.S.2    Teevan, J.J.3
  • 26
    • 0032252503 scopus 로고    scopus 로고
    • Visualizing homicide: A research note
    • MD Maltz 1998 Visualizing homicide: a research note J Quant Criminol 14 397 410
    • (1998) J Quant Criminol , vol.14 , pp. 397-410
    • Maltz, M.D.1
  • 28
    • 33845680628 scopus 로고    scopus 로고
    • Deterring delinquents: A rational choice model of theft and violence
    • RL Matsueda DA Kreager D Huizinga 2006 Deterring delinquents: a rational choice model of theft and violence Am Soc Rev 71 95 122
    • (2006) Am Soc Rev , vol.71 , pp. 95-122
    • Matsueda, R.L.1    Kreager, D.A.2    Huizinga, D.3
  • 30
  • 31
    • 18144442041 scopus 로고    scopus 로고
    • Gender differences in sexual harassment and coercion in college students: Developmental, individual, and situational determinants
    • KS Ménard GCN Hall AH Fung MFE Ghebrial L Martin 2003 Gender differences in sexual harassment and coercion in college students: developmental, individual, and situational determinants J Interpers Violence 18 1222 1239
    • (2003) J Interpers Violence , vol.18 , pp. 1222-1239
    • Ménard, K.S.1    Hall, G.C.N.2    Fung, A.H.3    Ghebrial, M.F.E.4    Martin, L.5
  • 32
    • 70349285541 scopus 로고    scopus 로고
    • The determinants of sentencing in Pennsylvania: Do the characteristics of judges really matter?
    • Muhlhausen DB (2004) The determinants of sentencing in Pennsylvania: do the characteristics of judges really matter? Center for Data Analysis Report #04-02, Heritage Foundation. http://www.heritage.org/Research/Crime/cda04-02.cfm
    • (2004) Center for Data Analysis Report #04-02
    • Muhlhausen, D.B.1
  • 33
    • 85050412654 scopus 로고
    • Enduring individual differences and rational choice theories of crime
    • DS Nagin R Paternoster 1993 Enduring individual differences and rational choice theories of crime Law Soc Rev 27 467 496
    • (1993) Law Soc Rev , vol.27 , pp. 467-496
    • Nagin, D.S.1    Paternoster, R.2
  • 34
    • 26944475132 scopus 로고
    • Participation in and frequency of delinquent behavior: A test for structural differences
    • DS Nagin DA Smith 1990 Participation in and frequency of delinquent behavior: a test for structural differences J Quant Criminol 6 335 356
    • (1990) J Quant Criminol , vol.6 , pp. 335-356
    • Nagin, D.S.1    Smith, D.A.2
  • 35
    • 2342547275 scopus 로고
    • Court processing and sentencing of drinking drivers: Using new methodologies
    • BC Nienstedt M Zatz T Epperlein 1988 Court processing and sentencing of drinking drivers: using new methodologies J Quant Criminol 4 39 59
    • (1988) J Quant Criminol , vol.4 , pp. 39-59
    • Nienstedt, B.C.1    Zatz, M.2    Epperlein, T.3
  • 36
    • 0001517283 scopus 로고
    • A test for misspecification in the censored normal model
    • FD Nelson 1981 A test for misspecification in the censored normal model Econometrica 49 1317 1329
    • (1981) Econometrica , vol.49 , pp. 1317-1329
    • Nelson, F.D.1
  • 37
    • 0000183696 scopus 로고
    • Maximum likelihood specification testing and conditional moments tests
    • W Newey 1985 Maximum likelihood specification testing and conditional moments tests Econometrica 53 1047 1073
    • (1985) Econometrica , vol.53 , pp. 1047-1073
    • Newey, W.1
  • 38
    • 0007266234 scopus 로고    scopus 로고
    • Interdisciplinary integration: Building criminology by stealing from our friends
    • 41
    • Osgood DW (1998) Interdisciplinary integration: building criminology by stealing from our friends. Criminologist 23:1, 3-5, 41
    • (1998) Criminologist , vol.23 , Issue.1 , pp. 3-5
    • Osgood, D.W.1
  • 39
    • 27644471784 scopus 로고    scopus 로고
    • Making sense of crime and the life course
    • DW Osgood 2005 Making sense of crime and the life course Ann Am Acad Pol Soc Sci 602 196 211
    • (2005) Ann Am Acad Pol Soc Sci , vol.602 , pp. 196-211
    • Osgood, D.W.1
  • 40
    • 0036290308 scopus 로고    scopus 로고
    • Analyzing multiple-item measures of crime and deviance I: Item response theory scaling
    • DW Osgood B McMorris MT Potenza 2002 Analyzing multiple-item measures of crime and deviance I: item response theory scaling J Quant Criminol 18 267 296
    • (2002) J Quant Criminol , vol.18 , pp. 267-296
    • Osgood, D.W.1    McMorris, B.2    Potenza, M.T.3
  • 41
    • 0036439184 scopus 로고    scopus 로고
    • Analyzing multiple-item measures of crime and deviance II: Tobit regression analysis of transformed scores
    • DW Osgood LW Finken B McMorris 2002 Analyzing multiple-item measures of crime and deviance II: Tobit regression analysis of transformed scores J Quant Criminol 18 319 347
    • (2002) J Quant Criminol , vol.18 , pp. 319-347
    • Osgood, D.W.1    Finken, L.W.2    McMorris, B.3
  • 42
    • 34249711910 scopus 로고    scopus 로고
    • The interaction of antisocial propensity and life-course varying predictors of delinquent behavior: Differences by method of estimation and implications for theory
    • GC Ousey P Wilcox 2007 The interaction of antisocial propensity and life-course varying predictors of delinquent behavior: differences by method of estimation and implications for theory Criminology 45 401 442
    • (2007) Criminology , vol.45 , pp. 401-442
    • Ousey, G.C.1    Wilcox, P.2
  • 44
    • 84986398311 scopus 로고
    • Diagnostic tests for models based on individual data: A survey
    • A Pagan F Vella 1989 Diagnostic tests for models based on individual data: a survey J Appl Econom 4 229 259
    • (1989) J Appl Econom , vol.4 , pp. 229-259
    • Pagan, A.1    Vella, F.2
  • 45
    • 0023689605 scopus 로고
    • Disaggregating self-reported delinquency and its implications for theory
    • R Paternoster R Triplett 1988 Disaggregating self-reported delinquency and its implications for theory Criminology 26 591 625
    • (1988) Criminology , vol.26 , pp. 591-625
    • Paternoster, R.1    Triplett, R.2
  • 46
    • 53649091385 scopus 로고
    • Bounded influence estimators for the censored regression model
    • Department of Economics
    • Peracchi F (1988) Bounded influence estimators for the censored regression model. Department of Economics, UCLA Working Paper #487
    • (1988) UCLA Working Paper #487
    • Peracchi, F.1
  • 47
    • 0036213426 scopus 로고    scopus 로고
    • Beyond Stafford and Warr's reconceptualization of deterrence: Personal and vicarious experiences, impulsivity, and offending behavior
    • AR Piquero G Pogarsky 2002 Beyond Stafford and Warr's reconceptualization of deterrence: personal and vicarious experiences, impulsivity, and offending behavior J Res Crime Delinq 39 153 186
    • (2002) J Res Crime Delinq , vol.39 , pp. 153-186
    • Piquero, A.R.1    Pogarsky, G.2
  • 48
    • 3543043438 scopus 로고    scopus 로고
    • The criminal career paradigm: Background and recent developments
    • Tonry M (ed). University of Chicago Press Chicago, IL
    • Piquero AR, Farrington DP, Blumstein A (2003) The criminal career paradigm: background and recent developments. In: Tonry M (ed) Crime and justice: a review of research, vol 30. University of Chicago Press, Chicago, IL, pp 359-506
    • (2003) Crime and Justice: A Review of Research , vol.30 , pp. 359-506
    • Piquero, A.R.1    Farrington, D.P.2    Blumstein, A.3
  • 49
    • 0037306780 scopus 로고    scopus 로고
    • Can punishment encourage offending? investigating the "resetting effect"
    • G Pogarsky AR Piquero 2003 Can punishment encourage offending? investigating the "resetting effect" J Res Crime Delinq 40 95 120
    • (2003) J Res Crime Delinq , vol.40 , pp. 95-120
    • Pogarsky, G.1    Piquero, A.R.2
  • 50
    • 84988880938 scopus 로고    scopus 로고
    • Women in law enforcement: The distribution of females in Florida police agencies
    • TM Poulos WG Doerner 1996 Women in law enforcement: the distribution of females in Florida police agencies Women Crim Justice 8 19 33
    • (1996) Women Crim Justice , vol.8 , pp. 19-33
    • Poulos, T.M.1    Doerner, W.G.2
  • 51
    • 0000729681 scopus 로고
    • Least absolute deviations estimation for the censored regression model
    • JL Powell 1984 Least absolute deviations estimation for the censored regression model J Econometrics 25 303 325
    • (1984) J Econometrics , vol.25 , pp. 303-325
    • Powell, J.L.1
  • 52
    • 0002641458 scopus 로고
    • Symmetrically trimmed least squares estimation for Tobit models
    • JL Powell 1986 Symmetrically trimmed least squares estimation for Tobit models Econometrica 54 1435 1460
    • (1986) Econometrica , vol.54 , pp. 1435-1460
    • Powell, J.L.1
  • 53
    • 38249039685 scopus 로고
    • Censored regression quantiles
    • JL Powell 1986 Censored regression quantiles J Econometrics 32 143 155
    • (1986) J Econometrics , vol.32 , pp. 143-155
    • Powell, J.L.1
  • 54
    • 34250369101 scopus 로고
    • Estimation of semiparametric models
    • Engle RF, McFadden DL (eds). Elsevier Science Oxford, UK
    • Powell JL (1994) Estimation of semiparametric models. In: Engle RF, McFadden DL (eds) Handbook of econometrics, vol 4. Elsevier Science, Oxford, UK, pp 2444-2514
    • (1994) Handbook of Econometrics , vol.4 , pp. 2444-2514
    • Powell, J.L.1
  • 55
    • 0003065152 scopus 로고
    • Influence functions for censored data
    • N Reid 1981 Influence functions for censored data Ann Stat 9 78 92
    • (1981) Ann Stat , vol.9 , pp. 78-92
    • Reid, N.1
  • 56
    • 84928439910 scopus 로고
    • Federal criminal sentencing: Some measurement issues with application to pre-guideline sentencing disparity
    • W Rhodes 1991 Federal criminal sentencing: some measurement issues with application to pre-guideline sentencing disparity J Crim Law Criminol 81 1002 1033
    • (1991) J Crim Law Criminol , vol.81 , pp. 1002-1033
    • Rhodes, W.1
  • 57
    • 85044881178 scopus 로고    scopus 로고
    • Seductions of method: Rejoinder to Nagin and Tremblay's "developmental trajectory groups: Fact or fiction"
    • RJ Sampson JH Laub 2005 Seductions of method: rejoinder to Nagin and Tremblay's "developmental trajectory groups: fact or fiction" Criminology 43 905 913
    • (2005) Criminology , vol.43 , pp. 905-913
    • Sampson, R.J.1    Laub, J.H.2
  • 58
    • 0037261189 scopus 로고    scopus 로고
    • Tobit models in social science research: Some limitations and a more general alternative
    • DA Smith R Brame 2003 Tobit models in social science research: some limitations and a more general alternative Soc Meth Res 31 364 388
    • (2003) Soc Meth Res , vol.31 , pp. 364-388
    • Smith, D.A.1    Brame, R.2
  • 59
    • 0026010916 scopus 로고
    • Dimensions of delinquency: Exploring the correlates of participation, frequency, and persistence of delinquent behavior
    • DA Smith CA Visher CR Jarjoura 1991 Dimensions of delinquency: exploring the correlates of participation, frequency, and persistence of delinquent behavior J Res Crime Delinq 28 6 32
    • (1991) J Res Crime Delinq , vol.28 , pp. 6-32
    • Smith, D.A.1    Visher, C.A.2    Jarjoura, C.R.3
  • 60
    • 33645059152 scopus 로고    scopus 로고
    • Rethinking the "norm" of offender generality: Investigating specialization in the short-term
    • CJ Sullivan JM McGloin TC Pratt AR Piquero 2006 Rethinking the "norm" of offender generality: investigating specialization in the short-term Criminology 44 205 240
    • (2006) Criminology , vol.44 , pp. 205-240
    • Sullivan, C.J.1    McGloin, J.M.2    Pratt, T.C.3    Piquero, A.R.4
  • 61
    • 0000175291 scopus 로고
    • Estimation of relationships for limited dependent variables
    • J Tobin 1958 Estimation of relationships for limited dependent variables Econometrica 26 24 36
    • (1958) Econometrica , vol.26 , pp. 24-36
    • Tobin, J.1
  • 62
    • 18944373284 scopus 로고    scopus 로고
    • The localized uses of federal sentencing guidelines in four U.S. district courts: Evidence of processual order
    • JT Ulmer 2005 The localized uses of federal sentencing guidelines in four U.S. district courts: evidence of processual order Symb Interact 28 255 279
    • (2005) Symb Interact , vol.28 , pp. 255-279
    • Ulmer, J.T.1
  • 63
    • 85050175479 scopus 로고    scopus 로고
    • Sentencing research for sentencing reform
    • CF Wellford 2007 Sentencing research for sentencing reform Criminol Publ Pol 6 399 402
    • (2007) Criminol Publ Pol , vol.6 , pp. 399-402
    • Wellford, C.F.1
  • 64
    • 0002922640 scopus 로고
    • Estimating an economic model of crime with individual data
    • A Witte 1980 Estimating an economic model of crime with individual data Quart J Econ 94 57 84
    • (1980) Quart J Econ , vol.94 , pp. 57-84
    • Witte, A.1
  • 65
    • 0026787726 scopus 로고
    • An aggregate-level study of inmate suicides and deaths due to natural causes in U.S. jails
    • JD Wooldredge LT Winfree 1992 An aggregate-level study of inmate suicides and deaths due to natural causes in U.S. jails J Res Crime Delinq 29 466 479
    • (1992) J Res Crime Delinq , vol.29 , pp. 466-479
    • Wooldredge, J.D.1    Winfree, L.T.2
  • 66
    • 4043110723 scopus 로고    scopus 로고
    • Does the perceived risk of punishment deter criminally prone individuals? Rational choice, self-control, and crime
    • BRE Wright A Caspi TE Moffitt R Paternoster 2004 Does the perceived risk of punishment deter criminally prone individuals? Rational choice, self-control, and crime J Res Crime Delinq 41 180 213
    • (2004) J Res Crime Delinq , vol.41 , pp. 180-213
    • Wright, B.R.E.1    Caspi, A.2    Moffitt, T.E.3    Paternoster, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.