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STAR_outliers: a python package that separates univariate outliers from non-normal distributions
There are not currently any univariate outlier detection algorithms that transform and model arbitrarily shaped distributions to remove univariate...
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Biological outliers: essential elements to understand the causes and consequences of reductions in maximum photochemical efficiency of PSII in plants
Main conclusionBy studying Cistus albidus shrubs in their natural habitat, we show that biological outliers can help us to understand the causes and...
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Improving soil property maps for precision agriculture in the presence of outliers using covariates
This study aimed to evaluate the use of multiple covariates in robust geostatistical modeling of soil chemical properties characterized by the...
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Outliers in SAR and QSAR: 4. effects of allosteric protein–ligand interactions on the classical quantitative structure–activity relationships
Effects of allosteric interactions on the classical structure–activity relationship (SAR) and quantitative SAR (QSAR) have been investigated....
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State of Birch Outliers in the Southern Trans-Urals in the Zone of High Anthropogenic Load on Natural Ecosystems
Abstract —The results of our study of the ecosystem diversity and state of forest outliers located in the Shchuchanskii district of the Kurgan region...
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Modal Regression for Skewed, Truncated, or Contaminated Data with Outliers
Built on the ideas of mean and quantile, mean regression and quantile regression are extensively investigated and popularly used to model the...
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Comparison of methods for the detection of outliers and associated biomarkers in mislabeled omics data
BackgroundPrevious studies have reported that labeling errors are not uncommon in omics data. Potential outliers may severely undermine the correct...
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Screening for phenotypic outliers identifies an unusually low concentration of a β-lactoglobulin B protein isoform in bovine milk caused by a synonymous SNP
BackgroundMilk samples from 10,641 dairy cattle were screened by a mass spectrometry method for extreme concentrations of the A or B isoforms of the...
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Similarity Between Spectra and the Detection of Outliers
In digital soil spectroscopy, similarity or distance metrics between soil spectra are necessary for a large number of applications, such as for...
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Robust segmented regression: application to oxygen uptake plateau identification
Recently, segmented regression has been utilized as a “working” model for a bootstrap test to detect true oxygen uptake plateau. This approach...
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Genetic characterization of Macaca arctoides: A highlight of key genes and pathways
When compared to the approximately 22 other macaque species, Macaca arctoides has many unique phenotypes. These traits fall into various phenotypic...
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Body size estimation method for seasonally growing farmed yellowtail Seriola quinqueradiata in an aquaculture net cage using a stereo camera
To determine the optimal method for monitoring the size distribution of cultivated yellowtail growth, we employed three different approaches: capture...
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A Small World of Exceptions?
When rules are mentioned in biology, the opposite concept of exceptions immediately arises. In this chapter, we analyze the existing definitions of...
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Visualization: Basics and Concepts
The chapter describes objectives and methods for the visualization of information in sports. Visualizations in sports are mainly used to identify...
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Decoding Potato Power: A Global Forecast of Production with Machine Learning and State-of-the-Art Techniques
As the second largest potato producer globally, reliable forecasts of output for India and major growing states are crucial. This study developed...
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Healthy aging meta-analyses and sco** review of risk factors across Latin America reveal large heterogeneity and weak predictive models
Models of healthy aging are typically based on the United States and Europe and may not apply to diverse and heterogeneous populations. In this...
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Unsupervised outlier detection applied to SARS-CoV-2 nucleotide sequences can identify sequences of common variants and other variants of interest
As of June 2022, the GISAID database contains more than 11 million SARS-CoV-2 genomes, including several thousand nucleotide sequences for the most...
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Assessing the effects of multivariate functional outlier identification and sample robustification on identifying critical PM2.5 air pollution episodes in Medellín, Colombia
Identification of critical episodes of environmental pollution, both as a outlier identification problem and as a classification problem, is a usual...
