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Volumn 12, Issue 4, 2012, Pages 237-253

Near/far matching: A study design approach to instrumental variables

Author keywords

Binary outcomes; Comparative effectiveness; Instrumental variables; Matching; Medicare data; Study design

Indexed keywords

ARTICLE; BRAIN PROTECTION; CAROTID ARTERY OBSTRUCTION; CAROTID ARTERY STENT; CAROTID ENDARTERECTOMY; CAUSE OF DEATH; CLINICAL EFFECTIVENESS; COMPARATIVE EFFECTIVENESS; DISEASE SEVERITY; HEALTH CARE UTILIZATION; HUMAN; INSTRUMENTAL VARIABLE ANALYSIS; MEDICARE; OUTCOME ASSESSMENT; PRIORITY JOURNAL; SCORING SYSTEM; STRUCTURAL EQUATION MODELING; STUDY DESIGN; TREATMENT PLANNING;

EID: 84871669938     PISSN: 13873741     EISSN: 15729400     Source Type: Journal    
DOI: 10.1007/s10742-012-0091-0     Document Type: Article
Times cited : (53)

References (30)
  • 1
    • 0035585156 scopus 로고    scopus 로고
    • Estimation of limited dependent variable models with dummy endogenous regressors: Simple strategies for empirical practice
    • Angrist, J.: Estimation of limited dependent variable models with dummy endogenous regressors: simple strategies for empirical practice. JBES 19, 2-16 (2001)
    • (2001) JBES , vol.19 , pp. 2-16
    • Angrist, J.1
  • 2
    • 0346880128 scopus 로고    scopus 로고
    • Identification of causal effects using instrumental variables (with Discussion)
    • 10.1080/01621459.1996.10476902
    • Angrist, J.D., Imbens, G.W., Rubin, D.: Identification of causal effects using instrumental variables (with Discussion). J. Am. Stat. Assoc. 91, 444-455 (1996)
    • (1996) J. Am. Stat. Assoc. , vol.91 , pp. 444-455
    • Angrist, J.D.1    Imbens, G.W.2    Rubin, D.3
  • 5
    • 78651270964 scopus 로고    scopus 로고
    • Building a stronger instrument in an observational study of perinatal care for premature infants
    • 10.1198/jasa.2010.ap09490 1:CAS:528:DC%2BC3MXhsFWms7c%3D
    • Baiocchi, M., Small, D., Lorch, S., Rosenbaum, P.: Building a stronger instrument in an observational study of perinatal care for premature infants. J. Am. Stat. Assoc. 105, 1285-1296 (2010)
    • (2010) J. Am. Stat. Assoc. , vol.105 , pp. 1285-1296
    • Baiocchi, M.1    Small, D.2    Lorch, S.3    Rosenbaum, P.4
  • 6
    • 0029873808 scopus 로고    scopus 로고
    • Do the facts and figures warrant a 10-fold increase in the performance of carotid endarterectomy on asymptomatic patients?
    • 8618654 10.1212/WNL.46.3.603 1:STN:280:DyaK287ntlKlsQ%3D%3D
    • Barnett, H.J., Eliasziw, M., Meldrum, H.E., Taylor, D.W.: Do the facts and figures warrant a 10-fold increase in the performance of carotid endarterectomy on asymptomatic patients? Neurology 46(3), 603-608 (1996)
    • (1996) Neurology , vol.46 , Issue.3 , pp. 603-608
    • Barnett, H.J.1    Eliasziw, M.2    Meldrum, H.E.3    Taylor, D.W.4
  • 7
    • 31744437790 scopus 로고    scopus 로고
    • Estimating probit models with self-selected treatments
    • Bhattacharya, J., Goldman, D., McCaffrey, D.: Estimating probit models with self-selected treatments. Stat. Med. 25, 389-413 (2006)
    • (2006) Stat. Med. , vol.25 , pp. 389-413
    • Bhattacharya, J.1    Goldman, D.2    McCaffrey, D.3
  • 8
    • 84871768280 scopus 로고
    • Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak
    • Bound, J., Jaeger, D.A., Baker, R.M.: Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak. J. Am. Stat. Assoc. 90, 443-450 (1995)
    • (1995) J. Am. Stat. Assoc. , vol.90 , pp. 443-450
    • Bound, J.1    Jaeger, D.A.2    Baker, R.M.3
  • 9
    • 79958753488 scopus 로고    scopus 로고
    • Two-stage instrumental variable methods for estimating the causal odds ratio: Analysis of bias
    • 21495062 10.1002/sim.4241
    • Cai, B., Small, D., Ten Have, T.: Two-stage instrumental variable methods for estimating the causal odds ratio: analysis of bias. Stat. Med. 30, 1809-1824 (2011)
    • (2011) Stat. Med. , vol.30 , pp. 1809-1824
    • Cai, B.1    Small, D.2    Ten Have, T.3
  • 10
    • 0037967621 scopus 로고
    • Solving nonbipartite matching problems by shortest path techniques
    • 10.1007/BF02288324
    • Derigs, U.: Solving nonbipartite matching problems by shortest path techniques. Ann. Oper. Res. 13, 225-261 (1988)
    • (1988) Ann. Oper. Res. , vol.13 , pp. 225-261
    • Derigs, U.1
  • 11
    • 3042735756 scopus 로고    scopus 로고
    • Evaluation and management of asymptomatic carotid artery stenosis
    • 15244395 10.4065/79.7.937
    • Dodick, D.W., Meissner, I., Meyer, F.B., Cloft, H.J.: Evaluation and management of asymptomatic carotid artery stenosis. Mayo Clin. Proc. 79(7), 937-944 (2004)
    • (2004) Mayo Clin. Proc. , vol.79 , Issue.7 , pp. 937-944
    • Dodick, D.W.1    Meissner, I.2    Meyer, F.B.3    Cloft, H.J.4
  • 12
    • 33749655549 scopus 로고    scopus 로고
    • Optimal full matching and related designs via network flows
    • Hansen, B.B., Klopfer, S.O.: Optimal full matching and related designs via network flows. JCGS 1988(15), 609-627 (2006)
    • (2006) JCGS , vol.1988 , Issue.15 , pp. 609-627
    • Hansen, B.B.1    Klopfer, S.O.2
  • 13
    • 84936109202 scopus 로고
    • Causal inference, path analysis, and recursive structural equations models
    • C.C. Clogg (eds) American Sociological Association Washington, DC
    • Holland, P.W.: Causal inference, path analysis, and recursive structural equations models. In: Clogg, C.C. (ed.) Sociological Methodology, vol 18, pp. 449-484. American Sociological Association, Washington, DC (1986)
    • (1986) Sociological Methodology, Vol 18 , pp. 449-484
    • Holland, P.W.1
  • 14
    • 1842468142 scopus 로고    scopus 로고
    • Sensitivity to exogeneity assumptions in program evaluation
    • 10.1257/000282803321946921
    • Imbens, G.W.: Sensitivity to exogeneity assumptions in program evaluation. Am. Econ. Rev. 93, 126-132 (2003)
    • (2003) Am. Econ. Rev. , vol.93 , pp. 126-132
    • Imbens, G.W.1
  • 15
    • 27744462592 scopus 로고    scopus 로고
    • Propensity score matching with time-dependent covariates
    • Lu, B.: Propensity score matching with time-dependent covariates. Biometrics 61, 721-728 (2005)
    • (2005) Biometrics , vol.61 , pp. 721-728
    • Lu, B.1
  • 16
    • 3042667793 scopus 로고    scopus 로고
    • Optimal matching with two control groups
    • Lu, B., Rosenbaum, P.R.: Optimal matching with two control groups. J. Comput. Graph. Stat. 13, 422-434 (2004)
    • (2004) J. Comput. Graph. Stat. , vol.13 , pp. 422-434
    • Lu, B.1    Rosenbaum, P.R.2
  • 17
    • 1542574381 scopus 로고    scopus 로고
    • Matching with doses in an observational study of a media campaign against drug abuse
    • 10.1198/016214501753381896
    • Lu, B., Zanutto, E., Hornik, R., Rosenbaum, P.R.: Matching with doses in an observational study of a media campaign against drug abuse. J. Am. Stat. Assoc. 96, 1245-1253 (2001)
    • (2001) J. Am. Stat. Assoc. , vol.96 , pp. 1245-1253
    • Lu, B.1    Zanutto, E.2    Hornik, R.3    Rosenbaum, P.R.4
  • 18
    • 33750042277 scopus 로고    scopus 로고
    • Endarterectomy versus stenting in patients with symptomatic severe carotid stenosis
    • 17050890 10.1056/NEJMoa061752 1:CAS:528:DC%2BD28XhtFWgsrjF
    • Mas, J.L., Chatellier, G., Beyssen, B., Branchereau, A., Moulin, T., Becquemin, J.P., et al.: Endarterectomy versus stenting in patients with symptomatic severe carotid stenosis. N. Engl. J. Med. 355(16), 1660-1671 (2006)
    • (2006) N. Engl. J. Med. , vol.355 , Issue.16 , pp. 1660-1671
    • Mas, J.L.1    Chatellier, G.2    Beyssen, B.3    Branchereau, A.4    Moulin, T.5    Becquemin, J.P.6
  • 19
    • 51449121141 scopus 로고    scopus 로고
    • Endarterectomy versus angioplasty in patients with symptomatic severe carotid stenosis (EVA-3S) trial: Results up to 4 years from a randomised, multicentre trial
    • 18774745 10.1016/S1474-4422(08)70195-9
    • Mas, J.L., Trinquart, L., Leys, D., Albucher, J.F., Rousseau, H., Viguier, A., et al.: Endarterectomy versus angioplasty in patients with symptomatic severe carotid stenosis (EVA-3S) trial: results up to 4 years from a randomised, multicentre trial. Lancet Neurol. 7(10), 885-892 (2008)
    • (2008) Lancet Neurol. , vol.7 , Issue.10 , pp. 885-892
    • Mas, J.L.1    Trinquart, L.2    Leys, D.3    Albucher, J.F.4    Rousseau, H.5    Viguier, A.6
  • 20
    • 0001058696 scopus 로고
    • On the application of probability theory to agricultural experiments
    • 1923
    • Neyman, J.: On the application of probability theory to agricultural experiments. Stat. Sci. 5, 463-480 (1923, 1990)
    • (1990) Stat. Sci. , vol.5 , pp. 463-480
    • Neyman, J.1
  • 21
    • 0002121637 scopus 로고    scopus 로고
    • Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference
    • E. Halloran D. Berry (eds) Springer New York
    • Robins, J.M., Rotnitzky, A., Scharfstein, D.: Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference. In: Halloran, E., Berry, D. (eds.) Statistical Models in Epidemiology, pp. 1-94. Springer, New York (1999)
    • (1999) Statistical Models in Epidemiology , pp. 1-94
    • Robins, J.M.1    Rotnitzky, A.2    Scharfstein, D.3
  • 22
    • 0001198982 scopus 로고
    • The consequences of adjustment for a concomitant variable that has been affected by the treatment
    • 10.2307/2981697
    • Rosenbaum, P.: The consequences of adjustment for a concomitant variable that has been affected by the treatment. J. R. Stat. Soc. Ser. A 147(5), 656-666 (1984)
    • (1984) J. R. Stat. Soc. Ser. A , vol.147 , Issue.5 , pp. 656-666
    • Rosenbaum, P.1
  • 24
    • 25144522628 scopus 로고    scopus 로고
    • An exact, distribution free test comparing two multivariate distributions based on adjacency
    • Rosenbaum, P.R.: An exact, distribution free test comparing two multivariate distributions based on adjacency. J. R. Stat. Soc. B 67, 515-530 (2005)
    • (2005) J. R. Stat. Soc. B , vol.67 , pp. 515-530
    • Rosenbaum, P.R.1
  • 26
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • 10.1093/biomet/70.1.41
    • Rosenbaum, P.R., Rubin, D.B.: The central role of the propensity score in observational studies for causal effects. Biometrika 70, 41-55 (1983)
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 27
    • 58149417330 scopus 로고
    • Estimating causal effects of treatments in randomized and nonrandomized studies
    • Rubin, D.B.: Estimating causal effects of treatments in randomized and nonrandomized studies. J. Educ. Psychol. 66, 688-701 (1974)
    • (1974) J. Educ. Psychol. , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 28
    • 35348851021 scopus 로고    scopus 로고
    • Sensitivity analysis for instrumental variables regression with overidentifying restrictions
    • Small, D.: Sensitivity analysis for instrumental variables regression with overidentifying restrictions. J. Am. Stat. Assoc. 102, 1049-1058 (2007)
    • (2007) J. Am. Stat. Assoc. , vol.102 , pp. 1049-1058
    • Small, D.1
  • 29
    • 43549116852 scopus 로고    scopus 로고
    • Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling
    • 18192044 10.1016/j.jhealeco.2007.09.009
    • Terza, J., Basu, A., Rathouz, P.: Two-stage residual inclusion estimation: addressing endogeneity in health econometric modeling. J. Health Econ. 27(3), 531-543 (2008)
    • (2008) J. Health Econ. , vol.27 , Issue.3 , pp. 531-543
    • Terza, J.1    Basu, A.2    Rathouz, P.3
  • 30
    • 19544385747 scopus 로고    scopus 로고
    • Protected carotid-artery stenting versus endarterectomy in high-risk patients
    • 15470212 10.1056/NEJMoa040127 1:CAS:528:DC%2BD2cXot1Kmu74%3D
    • Yadav, J.S., Wholey, M.H., Kuntz, R.E., Fayad, P., Katzen, B.T., Mishkel, G.J., et al.: Protected carotid-artery stenting versus endarterectomy in high-risk patients. N. Engl. J. Med. 351(15), 1493-1501 (2004)
    • (2004) N. Engl. J. Med. , vol.351 , Issue.15 , pp. 1493-1501
    • Yadav, J.S.1    Wholey, M.H.2    Kuntz, R.E.3    Fayad, P.4    Katzen, B.T.5    Mishkel, G.J.6


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