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Tales of the Undead Salmon: Exploring Bonferroni Correction in Multiple Hypothesis Testing
Manage episode 364330220 series 3474670
This story was originally published on HackerNoon at: https://hackernoon.com/tales-of-the-undead-salmon-exploring-bonferroni-correction-in-multiple-hypothesis-testing.
Bonferroni correction as a solution for multiple comparisons problem in A/B tests. Here is an explanation of how it works with a simulation written in Python.
Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #data-science, #ab-testing, #statistics, #data-analytics, #research, #statistical-inference, #hypothesis-testing, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-vi, #hackernoon-fr, #hackernoon-pt, #hackernoon-ja, and more.
This story was written by: @igorkhomyanin. Learn more about this writer by checking @igorkhomyanin's about page, and for more stories, please visit hackernoon.com.
This article explains the problem of testing multiple hypotheses without proper adjustments. It introduces the Bonferroni correction as a solution to control false positive results. Simulation demonstrates the effectiveness of the correction. Understanding and applying corrections in multiple hypothesis testing is essential for accurate data analysis and decision-making.
80 एपिसोडस
Manage episode 364330220 series 3474670
This story was originally published on HackerNoon at: https://hackernoon.com/tales-of-the-undead-salmon-exploring-bonferroni-correction-in-multiple-hypothesis-testing.
Bonferroni correction as a solution for multiple comparisons problem in A/B tests. Here is an explanation of how it works with a simulation written in Python.
Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #data-science, #ab-testing, #statistics, #data-analytics, #research, #statistical-inference, #hypothesis-testing, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-vi, #hackernoon-fr, #hackernoon-pt, #hackernoon-ja, and more.
This story was written by: @igorkhomyanin. Learn more about this writer by checking @igorkhomyanin's about page, and for more stories, please visit hackernoon.com.
This article explains the problem of testing multiple hypotheses without proper adjustments. It introduces the Bonferroni correction as a solution to control false positive results. Simulation demonstrates the effectiveness of the correction. Understanding and applying corrections in multiple hypothesis testing is essential for accurate data analysis and decision-making.
80 एपिसोडस
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