메뉴 건너뛰기




Volumn 38, Issue 1, 2010, Pages 1-22

Poverty analysis with missing data: Alternative estimators compared

Author keywords

Imputation; Missing data; Partial identification; Poverty; Propensity score

Indexed keywords

ESTIMATION METHOD; MODELING; POVERTY;

EID: 77951141563     PISSN: 03777332     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00181-008-0253-7     Document Type: Article
Times cited : (10)

References (44)
  • 1
    • 1542469789 scopus 로고    scopus 로고
    • Moment estimation with attrition
    • Abowd J, Crépon B, Kramarz F (2001) Moment estimation with attrition. J Am Stat Assoc 96(456): 1223-1231.
    • (2001) J Am Stat Assoc , vol.96 , Issue.456 , pp. 1223-1231
    • Abowd, J.1    Crépon, B.2    Kramarz, F.3
  • 4
    • 10044284503 scopus 로고    scopus 로고
    • Modelling low income transitions
    • Cappellari L, Jenkins S (2004) Modelling low income transitions. J Appl Econ 19: 593-610.
    • (2004) J Appl Econ , vol.19 , pp. 593-610
    • Cappellari, L.1    Jenkins, S.2
  • 5
    • 0002621661 scopus 로고
    • Residual analysis in the grouped and censored normal linear model
    • Chesher A, Irish M (1987) Residual analysis in the grouped and censored normal linear model. J Econ 34: 33-61.
    • (1987) J Econ , vol.34 , pp. 33-61
    • Chesher, A.1    Irish, M.2
  • 6
    • 0008828368 scopus 로고    scopus 로고
    • Poverty persistence in Britain: A multivariate analysis using the BHPS, 1991-1997
    • Devicienti F (2001) Poverty persistence in Britain: a multivariate analysis using the BHPS, 1991-1997. J Econ Suppl 9: 1-34.
    • (2001) J Econ Suppl , vol.9 , pp. 1-34
    • Devicienti, F.1
  • 7
    • 0036213904 scopus 로고    scopus 로고
    • Regressions, short and long
    • Cross P, Manski C (2002) Regressions, short and long. Econometrica 70: 357-368.
    • (2002) Econometrica , vol.70 , pp. 357-368
    • Cross, P.1    Manski, C.2
  • 8
    • 77951130695 scopus 로고    scopus 로고
    • Eurostat (2003a) ECHP UDB Manual, Waves 1 to 5
    • Eurostat (2003a) ECHP UDB Manual, Waves 1 to 5.
  • 9
    • 77951143792 scopus 로고    scopus 로고
    • Eurostat (2003b) Imputation of income in the ECHP, PAN 164/01
    • Eurostat (2003b) Imputation of income in the ECHP, PAN 164/01.
  • 10
    • 0031751813 scopus 로고    scopus 로고
    • An analysis of sample attrition in panel data: The Michigan panel study of income dynamics
    • Fitzgerald J, Gottschalk P, Moffitt R (1996) An analysis of sample attrition in panel data: the Michigan panel study of income dynamics. J Human Res 33: 251-299.
    • (1996) J Human Res , vol.33 , pp. 251-299
    • Fitzgerald, J.1    Gottschalk, P.2    Moffitt, R.3
  • 11
    • 0002846186 scopus 로고
    • Sur les tableaux de corrélation dont les marges sont donnés
    • Fréchet M (1951) Sur les tableaux de corrélation dont les marges sont donnés. Ann Univ Lyon A 14: 53-77.
    • (1951) Ann Univ Lyon A , vol.14 , pp. 53-77
    • Fréchet, M.1
  • 12
    • 0001065872 scopus 로고
    • Shadow prices, market wages and labor supply
    • Heckman J (1974) Shadow prices, market wages and labor supply. Econometrica 42(4): 679-694.
    • (1974) Econometrica , vol.42 , Issue.4 , pp. 679-694
    • Heckman, J.1
  • 13
    • 0001097675 scopus 로고
    • Varieties of selection bias
    • Heckman J (1990) Varieties of selection bias. Am Econ Rev 80(2): 313-318.
    • (1990) Am Econ Rev , vol.80 , Issue.2 , pp. 313-318
    • Heckman, J.1
  • 14
    • 84950420463 scopus 로고
    • Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training
    • Heckman J, Hotz VJ (1989) Choosing among alternative nonexperimental methods for estimating the impact of social programs: the case of manpower training. J Am Stat Assoc 84(408): 862-874.
    • (1989) J Am Stat Assoc , vol.84 , Issue.408 , pp. 862-874
    • Heckman, J.1    Hotz, V.J.2
  • 15
    • 0141495120 scopus 로고    scopus 로고
    • Efficient estimation of average treatment effects using the estimated propensity score
    • Hirano K, Imbens GW, Ridder G (2003) Efficient estimation of average treatment effects using the estimated propensity score. Econometrica 71(4): 1161-1189.
    • (2003) Econometrica , vol.71 , Issue.4 , pp. 1161-1189
    • Hirano, K.1    Imbens, G.W.2    Ridder, G.3
  • 16
    • 0000555506 scopus 로고
    • Identification and robustness with contaminated and corrupted data
    • Horowitz JL, Manski CF (1995) Identification and robustness with contaminated and corrupted data. Econometrica 63: 281-302.
    • (1995) Econometrica , vol.63 , pp. 281-302
    • Horowitz, J.L.1    Manski, C.F.2
  • 17
    • 0002470860 scopus 로고    scopus 로고
    • Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputation
    • Horowitz JL, Manski CF (1998) Censoring of outcomes and regressors due to survey nonresponse: identification and estimation using weights and imputation. J Econ 84: 37-58.
    • (1998) J Econ , vol.84 , pp. 37-58
    • Horowitz, J.L.1    Manski, C.F.2
  • 18
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite population
    • Horvitz D, Thompson D (1952) A generalization of sampling without replacement from a finite population. J Am Stat Assoc 47(260): 663-685.
    • (1952) J Am Stat Assoc , vol.47 , Issue.260 , pp. 663-685
    • Horvitz, D.1    Thompson, D.2
  • 19
    • 0000724291 scopus 로고    scopus 로고
    • The role of the propensity score in estimating dose-response functions
    • Imbens GW (2000) The role of the propensity score in estimating dose-response functions. Biometrika 87(3): 706-710.
    • (2000) Biometrika , vol.87 , Issue.3 , pp. 706-710
    • Imbens, G.W.1
  • 20
    • 0002552854 scopus 로고
    • Multidimensional egalitarianisms
    • Kolm SC (1977) Multidimensional egalitarianisms. Q J Econ 91: 1-13.
    • (1977) Q J Econ , vol.91 , pp. 1-13
    • Kolm, S.C.1
  • 21
    • 0344152135 scopus 로고    scopus 로고
    • Nonresponse in the second wave of longitudinal household surveys
    • R. M. Groves, D. A. Dillman, J. L. Eltinge, and R. J. A. Little (Eds.), New York: Wiley
    • Lepkowski JM, Couper MP (2002) Nonresponse in the second wave of longitudinal household surveys. In: Groves RM, Dillman DA, Eltinge JL, Little RJA(eds) Survey nonresponse. Wiley, New York.
    • (2002) Survey Nonresponse
    • Lepkowski, J.M.1    Couper, M.P.2
  • 22
    • 0031755230 scopus 로고    scopus 로고
    • Panel attrition from the panel study of income dynamics
    • Lillard LA, Panis CWA (1998) Panel attrition from the panel study of income dynamics. J Human Res 33: 439-547.
    • (1998) J Human Res , vol.33 , pp. 439-547
    • Lillard, L.A.1    Panis, C.W.A.2
  • 24
    • 84986408964 scopus 로고
    • Union and financial performance of British private sector establishment
    • Machin SJ, Stewart MB (1990) Union and financial performance of British private sector establishment. J Appl Econ 5(4): 327-350.
    • (1990) J Appl Econ , vol.5 , Issue.4 , pp. 327-350
    • Machin, S.J.1    Stewart, M.B.2
  • 25
    • 0001606349 scopus 로고
    • Anatomy of the selection bias
    • Manski CF (1989) Anatomy of the selection bias. J Human Res 24(3): 343-360.
    • (1989) J Human Res , vol.24 , Issue.3 , pp. 343-360
    • Manski, C.F.1
  • 28
    • 0000361597 scopus 로고    scopus 로고
    • Monotone instrumental variables: With an application to return to schooling
    • Manski CF, Pepper JV (2000) Monotone instrumental variables: with an application to return to schooling. Econometrica 68(4): 997-1010.
    • (2000) Econometrica , vol.68 , Issue.4 , pp. 997-1010
    • Manski, C.F.1    Pepper, J.V.2
  • 29
    • 0036215568 scopus 로고    scopus 로고
    • Inference on regressions with interval data on a regressor or outcome
    • Manski CF, Tamer E (2002) Inference on regressions with interval data on a regressor or outcome. Econometrica 70: 519-546.
    • (2002) Econometrica , vol.70 , pp. 519-546
    • Manski, C.F.1    Tamer, E.2
  • 30
    • 26844483141 scopus 로고    scopus 로고
    • Survey response and survey characteristics: Micro-level evidence from the European Community Household Panel
    • Nicoletti C, Peracchi F (2005) Survey response and survey characteristics: micro-level evidence from the European Community Household Panel. J R Stat Soc A 168(4): 1-19.
    • (2005) J R Stat Soc A , vol.168 , Issue.4 , pp. 1-19
    • Nicoletti, C.1    Peracchi, F.2
  • 31
    • 33745049962 scopus 로고    scopus 로고
    • The effects of income imputation on microanalyses: Evidence from the European Community Household Panel
    • Nicoletti C, Peracchi F (2006) The effects of income imputation on microanalyses: evidence from the European Community Household Panel. J R Stat Soc A 169(3): 625-1271.
    • (2006) J R Stat Soc A , vol.169 , Issue.3 , pp. 625-1271
    • Nicoletti, C.1    Peracchi, F.2
  • 32
    • 84986398311 scopus 로고
    • Diagnostic tests for models based on individual data: A survey
    • Pagan A, Vella F (1989) Diagnostic tests for models based on individual data: a survey. J Appl Econ 4: S29-S59.
    • (1989) J Appl Econ , vol.4
    • Pagan, A.1    Vella, F.2
  • 33
    • 0036488250 scopus 로고    scopus 로고
    • The European community household panel: A review
    • Peracchi F (2002) The European community household panel: a review. Empir Econ 27: 63-90.
    • (2002) Empir Econ , vol.27 , pp. 63-90
    • Peracchi, F.1
  • 34
    • 0009906341 scopus 로고
    • Measuring poverty among Canadian households: Sensitivity of measure and scale
    • Phipps SA (1993) Measuring poverty among Canadian households: sensitivity of measure and scale. J Human Res 28: 162-184.
    • (1993) J Human Res , vol.28 , pp. 162-184
    • Phipps, S.A.1
  • 35
    • 0033422485 scopus 로고    scopus 로고
    • On some statistical methods for modelling the incidence of poverty
    • Pudney S (1999) On some statistical methods for modelling the incidence of poverty. Oxf Bull Econ Stat 61(3): 385-408.
    • (1999) Oxf Bull Econ Stat , vol.61 , Issue.3 , pp. 385-408
    • Pudney, S.1
  • 36
    • 0030426932 scopus 로고    scopus 로고
    • Issues in measuring and modeling poverty
    • Ravallion M (1996) Issues in measuring and modeling poverty. Econ J 106: 1328-1343.
    • (1996) Econ J , vol.106 , pp. 1328-1343
    • Ravallion, M.1
  • 37
    • 21844487694 scopus 로고
    • Semiparametric efficiency in multivariate regression models with missing data
    • Robins J, Rotnitzky A (1995) Semiparametric efficiency in multivariate regression models with missing data. J Am Stat Assoc 90(429): 122-129.
    • (1995) J Am Stat Assoc , vol.90 , Issue.429 , pp. 122-129
    • Robins, J.1    Rotnitzky, A.2
  • 38
    • 84950421496 scopus 로고
    • Analysis of semiparametric regression models for repeated outcomes in presence of missing data
    • Robins J, Rotnitzky A, Zhao L (1995) Analysis of semiparametric regression models for repeated outcomes in presence of missing data. J Am Stat Assoc 90: 106-121.
    • (1995) J Am Stat Assoc , vol.90 , pp. 106-121
    • Robins, J.1    Rotnitzky, A.2    Zhao, L.3
  • 39
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70(1): 41-55.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 40
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin DB (1976) Inference and missing data. Biometrika 63: 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 42
    • 3543040025 scopus 로고    scopus 로고
    • Respondent behavior in panel studies-a case study for income-nonresponse by means of the German Socio-Economic Panel (SOEP)
    • Schräpler J-P (2004) Respondent behavior in panel studies-a case study for income-nonresponse by means of the German Socio-Economic Panel (SOEP). Soc Methods Res 33: 118-156.
    • (2004) Soc Methods Res , vol.33 , pp. 118-156
    • Schräpler, J.-P.1
  • 43
    • 0000641214 scopus 로고
    • Poverty: An ordinal approach to measurement
    • Sen AK (1976) Poverty: an ordinal approach to measurement. Econometrica 44: 219-231.
    • (1976) Econometrica , vol.44 , pp. 219-231
    • Sen, A.K.1
  • 44
    • 0001703017 scopus 로고    scopus 로고
    • Estimating models with sample selection bias: A survey
    • Vella F (1998) Estimating models with sample selection bias: a survey. J Human Res 33(1): 127-169.
    • (1998) J Human Res , vol.33 , Issue.1 , pp. 127-169
    • Vella, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.