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Bias reduction with Variable Percent Bias Reducing matching

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  • Yatracos, Yannis G.

Abstract

The bias in linear combinations, a′X, of treatment and control X-covariates obtained with EPBR matching can be reduced when all a-coordinates have same sign, using Variable Percent Bias Reducing (VPBR) matching for selected X-covariates’ subgroups. For specified subsets of a-values, VPBR matching reduces the absolute bias.

Suggested Citation

  • Yatracos, Yannis G., 2016. "Bias reduction with Variable Percent Bias Reducing matching," Statistics & Probability Letters, Elsevier, vol. 110(C), pages 181-184.
    • Handle: RePEc:eee:stapro:v:110:y:2016:i:c:p:181-184
    DOI: 10.1016/j.spl.2015.12.027
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    References listed on IDEAS

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    1. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
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    Keywords

    Bias reduction; Matching;

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