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Bonferroni correction information


In statistics, the Bonferroni correction is a method to counteract the multiple comparisons problem.

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Bonferroni correction

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statistics, the Bonferroni correction is a method to counteract the multiple comparisons problem. The method is named for its use of the Bonferroni inequalities...

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Multiple comparisons problem

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problem of multiple testing. The best known such adjustment is the Bonferroni correction, but other methods have been developed. Such methods are typically...

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False discovery rate

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family-wise error rate (FWER) controlling procedures (such as the Bonferroni correction), which control the probability of at least one Type I error. Thus...

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Carlo Emilio Bonferroni

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is related to the Bonferroni inequalities). Bonferroni inequalities Bonferroni correction Mikulski, Piotr W. (2012-09-12), "Bonferroni, Carlo Emilio", in...

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Data dredging

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criterion for significance (alpha) by this number; this is the Bonferroni correction. However, this is a very conservative metric. A family-wise alpha...

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Biostatistics

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to α*. When m is large, the Bonferroni correction may be overly conservative. An alternative to the Bonferroni correction is to control the false discovery...

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Gene Ontology Term Enrichment

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also variability in the type of correction applied for Multiple comparisons, the most common being the Bonferroni correction. Methods also vary in their input...

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Podarcis muralis

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digit ratios. Namely, they found a significant difference (after Bonferroni correction) of the 2D:4D ratio on both forepaws and the 2D:3D ratio on the...

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Law of truly large numbers

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memory bias in either direction"). Black swan theory Boltzmann brain Bonferroni correction Coincidence Infinite monkey theorem Junkyard tornado Law of large...

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Closed testing procedure

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of closed testing procedures. Multiple comparisons Holm–Bonferroni method Bonferroni correction Marcus, R; Peritz, E; Gabriel, KR (1976). "On closed testing...

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Gene set enrichment analysis

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hypergeometric distribution. MOET also displays the corresponding Bonferroni correction and odds ratio on the results page. It is simple to use, and results...

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Genetic linkage

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p-value of approximately 0.05, and no multiple testing correction (e.g. Bonferroni correction) is required. Linkage analysis has a number of methodological...

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Testing hypotheses suggested by the data

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suggested by the data while avoiding the fallacy described above. Bonferroni correction Data analysis Data dredging Exploratory data analysis HARKing p-hacking...

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Confidence and prediction bands

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for constructing simultaneous confidence bands in regression are the Bonferroni and Scheffé methods; see Family-wise error rate controlling procedures...

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Gene expression profiling

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much more stringent p value criterion, e.g., one could perform a Bonferroni correction on the p-values, or use a false discovery rate calculation to adjust...

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Data analysis

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significance level when testing multiple models with, for example, a Bonferroni correction. Also, one should not follow up an exploratory analysis with a confirmatory...

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Sequential analysis

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similar to using the Bonferroni correction, but because the repeated looks at the data are dependent, more efficient corrections for the alpha level can...

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ABCC11

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quantitatively for most organic compounds by racial group after Bonferroni corrections, suggesting that it does not result in ethnic differences. ATP-binding...

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