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Of course we would need to control for the problem of "diminishing returns," i.e. we would not expect countries to achieve the same rates of growth (or improvements in life expectancy, infant mortality, and other social indicators) as they reach higher levels of income.
A Bonferroni post hoc correction was applied to control for the problem of increased false positive results observed when multiple comparisons are being made.
In a large-scale GWAS, it is challenging to identify variants with moderate to weak effect sizes because of the need to control for the problem of simultaneously testing hundreds of thousands of SNP markers (i.e., multiplicity).
To control for the problem of multiple comparisons, a false discovery rate (FDR) correction of q ≤ 0.05 was applied based on all t-tests performed at each time point within an ROI (Benjamini and Yekutieli, 2001).
To combine the multiple SNP-level association p values into one number that represents the gene-level association, and at the same time, to control for the problem that genes with more SNPs are more likely to have lower p values than genes with fewer SNPs, we used the min P approach, first proposed by Westfall and Young (21) to adjust for family wise (gene level) type I error.
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To control for the endogeneity problem, family income is also instrumented by the family size.
To control for the statistical problem of performing ~15,000 t-tests per comparison, we set a false discovery rate (FDR) of 0.05, as described by Benjamini and Hochberg [ 38], for each analysis.
You can try to control for this problem by noting the basic demographic facts of non-respondents, but you can't possibly know someone's education or income level simply by looking at them. 3. A perfect exit poll sample may not be "perfect".
It was not possible to control for this problem by, for example the inclusion of instrumental variables because of the absence of suitable candidates for instrumental variable analysis in the small questionnaire.
Pete Etchells argues that there's a way to control for this problem, picking up tips from clinical research.
Accordingly, we modified the basic procedure to control for these problems.
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