Literature DB >> 21402731

Control for confounding in case-control studies using the stratification score, a retrospective balancing score.

Andrew S Allen1, Glen A Satten.   

Abstract

The stratification score for a case-control study is the probability of disease modeled as a function of potential confounders. The authors show that the stratification score is a retrospective balancing score and thus plays a similar role in case-control studies as the propensity score plays in prospective studies. The authors further show how standardization using the stratification score can be used to compare the distributions of exposures that would be found among case and control participants if both groups had the same distribution of confounding covariables. The authors illustrate these results using data from a genome-wide association study, the GAIN (Genetic Association Information Network) study of schizophrenia among African Americans (2006-2008).

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Year:  2011        PMID: 21402731      PMCID: PMC3070492          DOI: 10.1093/aje/kwq406

Source DB:  PubMed          Journal:  Am J Epidemiol        ISSN: 0002-9262            Impact factor:   4.897


  15 in total

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2.  Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study.

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4.  Principal components analysis corrects for stratification in genome-wide association studies.

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5.  On the estimation and use of propensity scores in case-control and case-cohort studies.

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Journal:  Am J Epidemiol       Date:  2007-05-15       Impact factor: 4.897

6.  Stratification by a multivariate confounder score.

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Journal:  Am J Epidemiol       Date:  1976-12       Impact factor: 4.897

Review 7.  Estimating causal effects from large data sets using propensity scores.

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8.  Some insights into Miettinen's multivariate confounder score approach to case-control study analysis.

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9.  A simple and improved correction for population stratification in case-control studies.

Authors:  Michael P Epstein; Andrew S Allen; Glen A Satten
Journal:  Am J Hum Genet       Date:  2007-03-29       Impact factor: 11.025

10.  A family-based association study and gene expression analyses of netrin-G1 and -G2 genes in schizophrenia.

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Journal:  Biol Psychiatry       Date:  2005-02-15       Impact factor: 13.382

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  12 in total

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Journal:  Am J Hum Genet       Date:  2013-04-04       Impact factor: 11.025

2.  On the use and misuse of scalar scores of confounders in design and analysis of observational studies.

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5.  Stratification-score matching improves correction for confounding by population stratification in case-control association studies.

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6.  A novel association test for multiple secondary phenotypes from a case-control GWAS.

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7.  Analyzing genetic association studies with an extended propensity score approach.

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8.  Trees Assembling Mann-Whitney approach for detecting genome-wide joint association among low-marginal-effect loci.

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9.  Optimal duration for continuation of statin therapy in bacteremic patients.

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10.  Estimation of the marginal effect of regular drug use on multiple sclerosis in the Iranian population.

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