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“Pseudoreplication has been addressed repeatedly in ecology, agriculture, psychology, and neuroscience and acknowledged as one of the most common statistical mistakes in scientific literature4–9.”
From A practical solution to pseudoreplication bias in single-cell studies (2021) · cites this paper as [6]
In the citing paper
“Overall, mixed-effects models lead to the most accurate results when analyzing data with a hierarchical structure6,25,26.”
From A practical solution to pseudoreplication bias in single-cell studies (2021) · cites this paper as [6]
In the citing paper
“Here we hope to address pseudoreplication in single-cell analyses by demonstrating what a large and long-standing body of statistical literature already confirms: applying statistical inference to replicates that are not statistically independent without properly accounting for their correlation structure will inflate type 1 error rates and lead to spurious results4–6,9,25–28.”
From A practical solution to pseudoreplication bias in single-cell studies (2021) · cites this paper as [6]
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Osório, F. H. T., Galvan, G. L., Marques, A. E. M. L., Santos, G. S., Pereira, L. S., da Silva, T. A., de Assis, H. C. S., Barbosa, R. V., & Cestari, M. M. (2017) · Environmental Toxicology and Chemistry · doi:10.1002/etc.3823 · Cited by 22
Metadata
- Authors
- Millar, R. B., & Anderson, M. J.
- Affiliations
- University of Auckland (NZ)
- Corresponding author
- Millar, Russell B.
- Venue
- Fisheries Research
- Publisher
- Elsevier BV
- Published
- 2004-12
- Volume
- 70
- Issue
- 2-3
- Pages
- 397-407
- ISSN
- 0165-7836 (ISSN-L)
- OpenAlex
- W1975325658
- Cited by
- 292
- References
- 33
- Citations by year
- 2026: 13 · 2025: 9 · 2024: 11 · 2023: 14 · 2022: 20 · 2021: 31 · 2020: 22 · 2019: 12 · 2018: 19 · 2017: 21 · 2016: 22 · 2015: 27 · 2014: 12 · 2013: 13 · 2012: 8
- FWCI
- 4.17
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Fisheries Research (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Marine and fisheries research
- Keywords
- pseudoreplication, fisheries data analysis, mixed models, generalized linear mixed models, state-space model, geostatistics, sampling design
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