Propensity score method for partially matched omics studies.
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ABSTRACT:
SUBMITTER: Kuan PF
PROVIDER: S-EPMC4267441 | biostudies-literature | 2014
REPOSITORIES: biostudies-literature
Publications
Propensity score method for partially matched omics studies.
Cancer informatics 20141029 Suppl 7
This paper focuses on the problem of partially matched samples in the presence of confounders. We propose using propensity score matching to adjust for confounding factors for the subset of data with incomplete pairs, followed by integrating the P-values computed from the complete and incomplete paired samples, respectively. Several simulations and a case study on DNA methylation are considered to evaluate the operating characteristics of the proposed method. ...[more]
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