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Balancing scores for simultaneous comparisons of multiple treatments

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  • Yatracos, Yannis G.

Abstract

Criteria based on the T-treatment’s posterior density, qT(t|x), provide conclusively a balancing-sufficient score, s, and the coarsest, c, for the treatments indexing the X-covariates’ unknown density. Strong ignorability of treatment assignment given s, allows using s and c for simultaneous comparisons of multiple treatments.

Suggested Citation

  • Yatracos, Yannis G., 2015. "Balancing scores for simultaneous comparisons of multiple treatments," Statistics & Probability Letters, Elsevier, vol. 107(C), pages 178-182.
    • Handle: RePEc:eee:stapro:v:107:y:2015:i:c:p:178-182
    DOI: 10.1016/j.spl.2015.08.018
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    References listed on IDEAS

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    1. Joyce Paul & Marjoram Paul, 2008. "Approximately Sufficient Statistics and Bayesian Computation," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 7(1), pages 1-18, August.
    2. Noorbaloochi Siamak & Nelson David & Asgharian Masoud, 2010. "Balancing and Elimination of Nuisance Variables," The International Journal of Biostatistics, De Gruyter, vol. 6(2), pages 1-22, February.
    3. Kosuke Imai & David A. van Dyk, 2004. "Causal Inference With General Treatment Regimes: Generalizing the Propensity Score," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 854-866, January.
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