메뉴 건너뛰기




Volumn 9, Issue 1, 2016, Pages 7-26

Quantifying residential self-selection effects: A review of methods and findings from applications of propensity score and sample selection approaches

Author keywords

Propensity score; Residential self selection; Sample selection; Travel behavior

Indexed keywords


EID: 84969136143     PISSN: None     EISSN: 19387849     Source Type: Journal    
DOI: 10.5198/jtlu.2016.788     Document Type: Review
Times cited : (59)

References (27)
  • 1
    • 79958704133 scopus 로고    scopus 로고
    • An introduction to propensity score methods for reducing the effects of confounding in observational studies
    • Austin, P. C. 2011. An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivariate Behavioral Research 46: 399-424.
    • (2011) Multivariate Behavioral Research , vol.46 , pp. 399-424
    • Austin, P.C.1
  • 2
    • 85129712964 scopus 로고    scopus 로고
    • Estimation of average treatment effects based on propensity scores
    • Becker, S. O., and A. Ichino. 2002. Estimation of average treatment effects based on propensity scores. The Stata Journal 2(4): 358-377.
    • (2002) The Stata Journal , vol.2 , Issue.4 , pp. 358-377
    • Becker, S.O.1    Ichino, A.2
  • 3
    • 67349179945 scopus 로고    scopus 로고
    • A copula-based approach to accommodate residential self-selection effects in travel behavior modeling
    • Bhat, C. R., and N. Eluru. 2009. A copula-based approach to accommodate residential self-selection effects in travel behavior modeling. Transportation Research Part B: Methodological 43(7): 749-765.
    • (2009) Transportation Research Part B: Methodological , vol.43 , Issue.7 , pp. 749-765
    • Bhat, C.R.1    Eluru, N.2
  • 5
    • 63349101544 scopus 로고    scopus 로고
    • Disentangling the influence of neighborhood type and self-selection on driving behavior: An application of sample selection model
    • Cao, X. 2009. Disentangling the influence of neighborhood type and self-selection on driving behavior: An application of sample selection model. Transportation 36: 207-222.
    • (2009) Transportation , vol.36 , pp. 207-222
    • Cao, X.1
  • 6
    • 77449109564 scopus 로고    scopus 로고
    • Exploring causal effects of neighborhood type on walking behavior using stratification on the propensity score
    • Cao, X. 2010. Exploring causal effects of neighborhood type on walking behavior using stratification on the propensity score. Environment and Planning A 42(2): 487-504.
    • (2010) Environment and Planning A , vol.42 , Issue.2 , pp. 487-504
    • Cao, X.1
  • 7
    • 84958234109 scopus 로고    scopus 로고
    • The effects of neighborhood type and self-selection on driving: A case study of Northern California
    • edited by R. Hickman, M. Givoni, D. Bonilla, and D. Banister. Cheltenham, UK: Edward Elgar
    • Cao, X. 2015. The effects of neighborhood type and self-selection on driving: A case study of Northern California. Chapter 10 in International Handbook on Transport and Development, edited by R. Hickman, M. Givoni, D. Bonilla, and D. Banister. Cheltenham, UK: Edward Elgar.
    • (2015) Chapter 10 in International Handbook on Transport and Development
    • Cao, X.1
  • 8
    • 84864036156 scopus 로고    scopus 로고
    • Exploring the influences of density on travel behavior using propensity score matching
    • Cao, X., and Y. Fan. 2012. Exploring the influences of density on travel behavior using propensity score matching. Environment and Planning B: Planning and Design 39(3): 459-470.
    • (2012) Environment and Planning B: Planning and Design , vol.39 , Issue.3 , pp. 459-470
    • Cao, X.1    Fan, Y.2
  • 9
    • 77957893247 scopus 로고    scopus 로고
    • Exploring the connections among residential location, self-selection, and driving: Propensity score matching with multiple treatments
    • Cao, X., Z. Xu, and Y. Fan. 2010. Exploring the connections among residential location, self-selection, and driving: Propensity score matching with multiple treatments. Transportation Research Part A: Policy and Practice 44(10): 797-805.
    • (2010) Transportation Research Part A: Policy and Practice , vol.44 , Issue.10 , pp. 797-805
    • Cao, X.1    Xu, Z.2    Fan, Y.3
  • 10
    • 34548097014 scopus 로고    scopus 로고
    • Examining the impacts of residential self-selection on travel behavior: Methodologies and empirical findings
    • edited by E. Venezia. Milan: FrancoAngeli, Available as Research Report UCD-ITS-RR-08-25
    • Cao, X., P. L. Mokhtarian, and S. L. Handy. 2011. Examining the impacts of residential self-selection on travel behavior: methodologies and empirical findings. Chapter 1 in Urban Sustainable Mobility, edited by E. Venezia. Milan: FrancoAngeli, pp. 15-100. Available as Research Report UCD-ITS-RR-08-25. http://www.its.ucdavis.edu/research/publications/publication-detail/?pub_id=1194.
    • (2011) Chapter 1 in Urban Sustainable Mobility , pp. 15-100
    • Cao, X.1    Mokhtarian, P.L.2    Handy, S.L.3
  • 11
    • 56749125132 scopus 로고    scopus 로고
    • Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons
    • Cook, T. D., W. R. Shadish, and V. C. Wong. 2008. Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons. Journal of Policy Analysis and Management. 27(4): 724-750.
    • (2008) Journal of Policy Analysis and Management , vol.27 , Issue.4 , pp. 724-750
    • Cook, T.D.1    Shadish, W.R.2    Wong, V.C.3
  • 12
    • 3543135271 scopus 로고    scopus 로고
    • Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
    • D'Agostino, Jr., R. B. 1998. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Statistics in Medicine. 17(19): 2265-2281.
    • (1998) Statistics in Medicine , vol.17 , Issue.19 , pp. 2265-2281
    • D'Agostino, R.B.1
  • 14
    • 0000125534 scopus 로고
    • Sample selection as a specification error
    • Heckman, J. J. 1979. Sample selection as a specification error. Econometrica 47(1): 153-161.
    • (1979) Econometrica , vol.47 , Issue.1 , pp. 153-161
    • Heckman, J.J.1
  • 15
    • 0035604231 scopus 로고    scopus 로고
    • Four parameters of interest in the evaluation of social programs
    • Heckman, J. J., J. L. Tobias, and E. J. Vytlacil. 2001. Four parameters of interest in the evaluation of social programs. Southern Economic Journal 68(2): 210-223.
    • (2001) Southern Economic Journal , vol.68 , Issue.2 , pp. 210-223
    • Heckman, J.J.1    Tobias, J.L.2    Vytlacil, E.J.3
  • 16
    • 16344386078 scopus 로고    scopus 로고
    • Structural equations, treatment effects, and economic policy evaluation
    • Heckman, J. J., and E. J. Vytlacil. 2005. Structural equations, treatment effects, and economic policy evaluation. Econometrica 73(3): 669-738.
    • (2005) Econometrica , vol.73 , Issue.3 , pp. 669-738
    • Heckman, J.J.1    Vytlacil, E.J.2
  • 17
    • 34249885738 scopus 로고    scopus 로고
    • Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
    • Ho, D. E., K. Imai, G. King, and E. A. Stuart. 2007. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Political Analysis 15: 199-236.
    • (2007) Political Analysis , vol.15 , pp. 199-236
    • Ho, D.E.1    Imai, K.2    King, G.3    Stuart, E.A.4
  • 18
    • 1842429563 scopus 로고    scopus 로고
    • Nonparametric estimation of average treatment effects under exogeneity: A review
    • Imbens, G. W. 2004. Nonparametric estimation of average treatment effects under exogeneity: A review. The Review of Economics and Statistics 86(1): 4-29.
    • (2004) The Review of Economics and Statistics , vol.86 , Issue.1 , pp. 4-29
    • Imbens, G.W.1
  • 19
    • 84860651872 scopus 로고    scopus 로고
    • Can built and social environmental factors encourage walking among individuals with negative walking attitudes?
    • Joh, K., N. Mai Thi, and M. G. Boarnet. 2012. Can built and social environmental factors encourage walking among individuals with negative walking attitudes? Journal of Planning Education and Research 32(2): 219-236.
    • (2012) Journal of Planning Education and Research , vol.32 , Issue.2 , pp. 219-236
    • Joh, K.1    Mai Thi, N.2    Boarnet, M.G.3
  • 20
    • 84859812698 scopus 로고    scopus 로고
    • Pedestrian-friendly environments and active travel for residents of multifamily housing: The role of preferences and perceptions
    • Larco, N., B. Steiner, J. Stockard, and A. West. 2012. Pedestrian-friendly environments and active travel for residents of multifamily housing: The role of preferences and perceptions. Environment and Behavior 44(3): 303-333.
    • (2012) Environment and Behavior , vol.44 , Issue.3 , pp. 303-333
    • Larco, N.1    Steiner, B.2    Stockard, J.3    West, A.4
  • 21
    • 33745625289 scopus 로고    scopus 로고
    • Propensity score matching for social epidemiology
    • edited by M. J. Oakes and J. S. Kaufman. New York: John Wiley & Sons
    • Oakes, M. J., and P. J. Johnson. 2006. Propensity score matching for social epidemiology. In Methods in Epidemiology, edited by M. J. Oakes and J. S. Kaufman. New York: John Wiley & Sons.
    • (2006) Methods in Epidemiology
    • Oakes, M.J.1    Johnson, P.J.2
  • 22
    • 77951622706 scopus 로고
    • The central role of the propensity score in observation studies for causal effects
    • Rosenbaum, P. R., and D. B. Rubin. 1983. The central role of the propensity score in observation 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
  • 23
    • 84949193513 scopus 로고
    • Reducing bias in observational studies using subclassification on the propensity score
    • Rosenbaum, P. R., and D. B. Rubin. 1984. Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association 79(387): 516-524.
    • (1984) Journal of the American Statistical Association , vol.79 , Issue.387 , pp. 516-524
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 24
    • 78649577425 scopus 로고    scopus 로고
    • Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random and nonrandom assignments
    • Shadish, W. R., M. H. Clark, and P. M. Steiner. 2008. Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random and nonrandom assignments. Journal of the American Statistical Association 103(484): 1334-1356.
    • (2008) Journal of the American Statistical Association , vol.103 , Issue.484 , pp. 1334-1356
    • Shadish, W.R.1    Clark, M.H.2    Steiner, P.M.3
  • 25
    • 84860117195 scopus 로고    scopus 로고
    • Selection bias and econometric remedies in accounting and finance research
    • Tucker, J. W. 2010. Selection bias and econometric remedies in accounting and finance research. Journal of Accounting Literature 29: 31-57.
    • (2010) Journal of Accounting Literature , vol.29 , pp. 31-57
    • Tucker, J.W.1
  • 26
    • 0033446553 scopus 로고    scopus 로고
    • The estimation of causal effects from observational data
    • Winship, C., and S. L. Morgan. 1999. The estimation of causal effects from observational data. Annual Review of Sociology 25: 659-707.
    • (1999) Annual Review of Sociology , vol.25 , pp. 659-707
    • Winship, C.1    Morgan, S.L.2
  • 27
    • 61349094695 scopus 로고    scopus 로고
    • Self-selection in home choice: Use of treatment effects in evaluating the relationship between the built environment and travel behavior
    • Zhou, B., and K. Kockelman. 2008. Self-selection in home choice: Use of treatment effects in evaluating the relationship between the built environment and travel behavior. Transportation Research Record 2077: 54-61.
    • (2008) Transportation Research Record , vol.2077 , pp. 54-61
    • Zhou, B.1    Kockelman, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.