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statsandr.com
| | blog.p-y.wtf
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| | ?? Hi, this is P.Y., I work as an Android Engineer at Block. As we started evaluating the performance impact of software changes, I brushed up on my statistics classes, talked to industry peers, read several papers, wrote an internal doc to help us i...
| | www.fharrell.com
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| | Sometimes it is unclear exactly what a specific statistical estimator or analysis method is assuming. This is especially true for methods that at first glance appear to be nonparametric when in reality they are semiparametric. This article attempts to explain what it means to make different types of assumptions, and how to tell when a certain type of assumption is being made. It also describes the assumptions made by various commonly used statistical procedures.
| | www.huber.embl.de
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| | If you are a biologist and want to get the best out of the powerful methods of modern computational statistics, this is your book.
| | www.nicholas-ollberding.com
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| Inherent limitations with one-at-a-time (OaaT) feature testing (i.e., single feature differential abundance analysis) have contributed to the increasing popularity of mixture models for correlating microbial features with factors of interest (i.