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  1. Multiple comparisons problem - Wikipedia

    • In statistics, the multiple comparisons, multiplicity or multiple testing problem occurs when one considers a set of statistical inferences simultaneously or estimates a subset of parameters selected based on the observed values. The larger the number of inferences made, the more likely erroneous inferences become. Several statistical techniques have bee… See more

    History

    The problem of multiple comparisons received increased attention in the 1950s with the work of statisticians such as See more

    Definition

    Multiple comparisons arise when a statistical analysis involves multiple simultaneous statistical tests, each of which has a potential to produce a "discovery". A stated confidence level generally applies only to eac… See more

    Controlling procedures

    Multiple testing correction refers to making statistical tests more stringent in order to counteract the problem of multiple testing. The best known such adjustment is the Bonferroni correction, but other methods have been … See more

     
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  3. Basics: When does the multiple comparison problem occur?

  4. An overview of the Multiple Comparison problem

    Apr 4, 2020 · This article presents an overview of the Multiple Comparison problem by introducing the pertinent problem, describing possible corrections …

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    • Multiple comparison - Encyclopedia of Mathematics

    • The Problem of Multiple Comparisons | NEJM Evidence

      Jun 28, 2022 · This animated video reviews the problem of multiple comparisons in research studies and explains how performing multiple statistical hypothesis tests can produce associations simply by chance.

    • Multiple comparisons - Wikipedia, the free encyclopedia

    • Holm–Bonferroni method - Wikipedia

    • Understanding the "multiple comparisons problem" - Cross …