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   Articles with "hierarchical modelling" as a keyword



Hierarchical modelling of microbial communities

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recommendations! Published in 2023 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btad040

Abstract: Abstract Summary The human body harbours a plethora of microbes that play a fundamental role in the well-being of the host. Still, the contribution of many microorganisms to human health remains undiscovered. To understand the… read more here.

Keywords: modelling microbial; community; model; microbial communities ... See more keywords

Bayesian hierarchical modelling of size spectra

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recommendations! Published in 2024 at "Methods in Ecology and Evolution"

DOI: 10.1111/2041-210x.14312

Abstract: A fundamental pattern in ecology is that smaller organisms are more abundant than larger organisms. This pattern is known as the individual size distribution (ISD), which is the frequency distribution of all individual body sizes… read more here.

Keywords: distribution; size; hierarchical modelling; size spectra ... See more keywords

Hierarchical Modelling Reveals Local Environmental Metrics as Key Predictors of Fish Stream Assemblage Structure

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recommendations! Published in 2025 at "Ecology of Freshwater Fish"

DOI: 10.1111/eff.70006

Abstract: Environmental factors act at multiple spatial scales, shaping the fish assemblage structure in streams. Understanding catchment‐stream relationships through hierarchical classification can aid in the conservation and management of freshwater ecosystems. The main goal of our… read more here.

Keywords: structure; hierarchical modelling; assemblage structure; modelling reveals ... See more keywords

Hierarchical modelling of immunoglobulin coated bacteria in dogs with chronic enteropathy shows reduction in coating with disease remission but marked inter-individual and treatment-response variability

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recommendations! Published in 2021 at "PLoS ONE"

DOI: 10.1371/journal.pone.0255012

Abstract: Chronic enteropathies are a common problem in dogs, but many aspects of the pathogenesis remain unknown, making the therapeutic approach challenging in some cases. Environmental factors are intimately related to the development and perpetuation of… read more here.

Keywords: hierarchical modelling; iga igg; modelling immunoglobulin; disease ... See more keywords

Hierarchical Modelling of Haplotype Effects on a Phylogeny

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recommendations! Published in 2020 at "Frontiers in Genetics"

DOI: 10.3389/fgene.2020.531218

Abstract: We introduce a hierarchical model to estimate haplotype effects based on phylogenetic relationships between haplotypes and their association with observed phenotypes. In a population there are many, but not all possible, distinct haplotypes and few… read more here.

Keywords: haplotype effects; hierarchical modelling; modelling haplotype; haplotype ... See more keywords