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generalized linear models (glm) with a log link function  (RStudio)

 
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    RStudio generalized linear models (glm) with a log link function
    Generalized Linear Models (Glm) With A Log Link Function, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/general+linear+model+function/general+linear+model/pmc06953562-115-19-23
    Average 90 stars, based on 1 article reviews
    generalized linear models (glm) with a log link function - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Abnormal Plasma/Serum Magnesium, Copper, and Zinc Concentrations Associate with the Future Development of Cardiovascular Diseases.
    Article Snippet: The reference level for patients’ status was set to “control”, and the reference level for magnesium, copper, and zinc status was set to “normal.” The model was fitted using the generalised linear model (glm) function in R studio (2022.02.1), with a binomial family and a logit link function.

    Article Title: Inconsistent bioreceptivity of three mortar mixes in subtidal sites
    Article Snippet: To test for statistically significant differences in abundance, species richness, and biomass between the mortar formulas over time within each site, generalised linear models (GLM) were run in R Studio (Version 1.2.1335) with mortar (OPC, GGBS and VP) and interval (3-, 6-, and 12- months) as fixed factors.

    Article Title: Experimental evidence demonstrating how freeze-thaw patterns affect spoilage of perishable cached food.
    Article Snippet: To analyze how different freeze-thaw treatments affected cache weight loss, we used generalized linear models (GLMs) implemented in the stats package in R Studio 4.3.1 [59].

    Article Title: DDB1- and CUL4-associated factor 12-like protein 1 (Dcaf12l1) is not essential for male fertility in mice.
    Article Snippet: Data were analysed using a generalised linear model in RStudio V1.4.1103 to take into account the effect of genotype on each trait measured.

    Article Title: Genome-Wide Association Study on Cowpea seed coat color using RGB images.
    Article Snippet: This study delves into the genetic mechanisms underlying seed coat color variation in cowpeas (Vigna unguiculata [L.] Walp.), a trait with significant implications for nutritional value, consumer preference, and adaptation to environmental stresses.. Through a genome-wide association study (GWAS) involving cowpea accessions exhibiting red, green, and blue seed coats, we identified 16 significant single nucleotide polymorphisms (SNPs) distributed across chromosomes 3, 4, 5, 9, 10, and 11.. Our analysis highlighted the polygenic nature of seed coat color, emphasizing the shared SNP loci across different colors, suggesting integrated genetic influence or linked inheritance patterns, especially on chromosomes 9 and 10.

    Article Title: Density-dependence inside a marine protected area increases natural mortality and stunts the growth of a spiny lobster
    Article Snippet: Sustainable fisheries management often requires the modelling of stocks under unfished conditions, when the influence of population densities on animal growth and mortality can be substantial.. This can be especially true for species such as spiny rock lobster, which are very habitat specific.. Using western rock lobster (Panulirus cygnus) tag-recapture data from adjacent and similar fished and unfished areas, the key life history parameters of natural mortality and growth were examined and compared under different population density scenarios.

    Article Title: Determinants of above-ground carbon stocks and productivity in secondary forests along a 3000-m elevation gradient in the Ecuadorian Andes
    Article Snippet: To assess the effect of past human disturbances on C stocks and productivity, we used a size-dependent β in the General Linear Model (GLM) function, from the stats package in RStudio (RCoreTeam, 2016), with a binomial error structure (Coomes and Allen 2007).

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    Article Title: Functional interactions between coat structure and colour in the determination of solar heat load on arid living kangaroos in summer: balancing crypsis and thermoregulation
    Article Snippet: .. The effect of wind speed was compared between species using a general linear model (using the package lmer in R studio), after percentage and proportional variables had been arcsine transformed. ..



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