Pseudoreplication
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Pseudoreplication - Wikipedia
pseudoreplication (sometimes unit of analysis error [1]) has many definitions. pseudoreplication was originally defined in 1984 by Stuart H. Hurlbert [2] as the use of inferential statistics to test for treatment effects with data from experiments where either treatments are not replicated (though samples may be) or replicates are not
En.wikipedia.orgGenuine replication and pseudoreplication: what's the
Sep 16, 2019 · Confusing pseudoreplication for genuine replication reduces our ability to learn from experiments, understand nature, and develop treatments for diseases. It is also easily fixed.
Blogs.bmj.comPseudoreplication: choose your data wisely — Statistics Done
pseudoreplication: choose your data wisely. Many studies strive to collect more data through replication: by repeating their measurements with additional patients or samples, they can be more certain of their numbers and discover subtle relationships that aren’t obvious at first glance.
Statisticsdonewrong.com3: Pseudoreplication- Choose Your Data Wisely - Statistics
In statistical terms, pseudoreplication occurs when individual observations are heavily dependent on each other. Your measurement of a patient’s blood pressure will be highly related to his blood pressure yesterday, and your measurement of soil composition here will be highly correlated with your measurement five feet away.
Stats.libretexts.orgA Bayesian predictive approach for dealing with pseudoreplication
Feb 11, 2020 · pseudoreplication occurs when the number of measured values or data points exceeds the number of genuine replicates, and when the statistical analysis treats all data points as independent and
Nature.comGenuine replication and pseudoreplication | Nature Reviews
Apr 7, 2022 · Distinguishing between genuine replication and pseudoreplication can be challenging, and a longer discussion, detailed examples and diagrams to visualize these relationships can be found
Nature.comA practical solution to pseudoreplication bias in single-cell
Feb 2, 2021 · pseudoreplication, or subsampling, is formally defined as “the use of inferential statistics where replicates are not statistically independent” 4. There are two types of pseudoreplication
Nature.com