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Tryon (2001)[ 15] provides a useful method for adjusting for error in point estimates for multiple pairwise comparisons.
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In the PCR-based barcoding method, 95 individuals were sequenced and typed, with a typing accuracy of 98.6% at 4-digit resolution and 99.6% at 2-digit resolution after adjusting for errors in the gold standard (Additional File 9).
In each case reliable main effects and interactions were obtained, even when comparisons were adjusted for error inflation.
In case of a statistically meaningful "Hospital" effect (p < 0.05, 2-sided) concerning the outcomes, subsequent pair-wise comparisons with Bonferroni correction to adjust for error probability were provided.
Comparing monthly values with nearby stations to check for correlations can help to adjust for errors and missing values.
After applying Bonferroni correction to adjust for errors of multiple comparisons (type 1 error), no significant deviations remained.
Mean systolic and diastolic BP (two readings) were adjusted for errors in BP measurement arising from use of different cuff sizes using a previously validated method [ 19].
Column (c) provides estimates from the MESE model, equations (7)–(9), adjusting for measurement error in the cognitive measure.
In regard to epidemiologic studies, this information can be used for designing exposure assessment strategies and for adjusting for measurement error in BPA exposure.
A possible explanation for the lack of consensus is that all previous studies adopted raw variables in their analysis without adjusting for measurement error.
These estimation procedures can be explored to investigate whether or not adjusting for measurement error is significantly important, which consequently can be a topic for another manuscript.
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CEO of Professional Science Editing for Scientists @ prosciediting.com