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RStudio generalized linear model
Generalized Linear Model, 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/generalized+linear+model/pm38976758-120-13-19
Average 90 stars, based on 1 article reviews
generalized linear model - by Bioz Stars, 2026-11
90/100 stars

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Real-time Polymerase Chain Reaction:

Article Title: Garden Scraps: Agonistic Interactions between Hedgehogs and Sympatric Mammals in Urban Gardens.
Article Snippet: Data Analysis To st the effect of dyad composition (i.e., species), food presence, and amount on interaction type and probabi ity of wins, Generalized Line r Mod ls (GLMs) we e com puted w h binomial error struc ures in R Studio (RStud o, 2012) using R v3.6.1 [38] and packages MASS and lme4.

Article Title: Development of allele-specific RLK gene markers towards banana bunchy top disease resistance and germplasm management
Article Snippet: Banana bunchy top disease (BBTD), caused by banana bunchy top virus (BBTV), is a significant constraint to global banana production.. To aid in the development of BBTV-resistant cultivars, we focused on identifying genetic variations in six receptor-like kinases (RLKs) from a dataset of differentially expressed genes between BBTVresistant and susceptible bananas.. Here, two genetic variants of RLKs—single nucleotide polymorphisms (SNPs) and simple sequence repeats (SSRs)—were identified in ten banana accessions representing major genomic groupings.

Article Title: Repeated hypoxic episodes allow hematological and physiological habituation in rainbow trout.
Article Snippet: The obtained data were analyzed with a generalized linear model (GzLM) using the Gaussian family for all the variables using RStudio (R Core Team 2022.

Article Title: The Effect of COVID-19 Infection on Clinical Outcomes in Patients Undergoing Surgical Repair of Humerus Fractures
Article Snippet: To perform logistic regression, a generalized linear model was constructed using a binomial family distribution and logit link functions in RStudio.

Article Title: The effect of repeat feeding on dengue virus transmission potential in Wolbachia-infected Aedes aegypti following extended egg quiescence.
Article Snippet: After qPCR, DENV infection prevalence in legs was analyzed using a generalized linear model following a Wald test in R studio software.

Article Title: Landing on a small tropical island: wide in-situ diversification of an urban-dwelling bat
Article Snippet: We used a generalized linear model (GLM) in Rstudio, including the nuclear clusters as the numeric response variable (value of PC1 from PCoA) and the mtDNA genetic clusters as the explanatory response.

Article Title: Cowpea volatiles induced by beet armyworm or fall armyworm differentially prime maize plants.
Article Snippet: The impact of larval infestations on temporal emission rate of HIPVs released from differentially primed maize plants was statistically analyzed with generalized linear models (GLMs) in RStudio (v.1.4.1106).

Article Title: Inter-species expression of an EF-HAND CALCIUM BINDING PROTEIN in <i>Xanthomonas perforans </i>leads to reduced virulence and decreased immune evasion in tomato plants
Article Snippet: Many phytopathogenic bacteria require a type three secretion system (TTSS) to activate effector triggered immunity (ETI).. We identified a calcium binding protein, EfhXXfa, in the citrus pathogen, X. citri subsp. aurantifolii, that does not require a TTSS to activate reactive oxygen species (ROS) and elicit a hypersensitive reaction (HR) in tomato leaves following infection.. Purified, recombinant EfhXXfa was shown to bind two moles of calcium per mole of protein, whereas mutation of the first of two EF-hands did not bind calcium .

Infection:

Article Title: Garden Scraps: Agonistic Interactions between Hedgehogs and Sympatric Mammals in Urban Gardens.
Article Snippet: Data Analysis To st the effect of dyad composition (i.e., species), food presence, and amount on interaction type and probabi ity of wins, Generalized Line r Mod ls (GLMs) we e com puted w h binomial error struc ures in R Studio (RStud o, 2012) using R v3.6.1 [38] and packages MASS and lme4.

Article Title: Development of allele-specific RLK gene markers towards banana bunchy top disease resistance and germplasm management
Article Snippet: Banana bunchy top disease (BBTD), caused by banana bunchy top virus (BBTV), is a significant constraint to global banana production.. To aid in the development of BBTV-resistant cultivars, we focused on identifying genetic variations in six receptor-like kinases (RLKs) from a dataset of differentially expressed genes between BBTVresistant and susceptible bananas.. Here, two genetic variants of RLKs—single nucleotide polymorphisms (SNPs) and simple sequence repeats (SSRs)—were identified in ten banana accessions representing major genomic groupings.

Article Title: Repeated hypoxic episodes allow hematological and physiological habituation in rainbow trout.
Article Snippet: The obtained data were analyzed with a generalized linear model (GzLM) using the Gaussian family for all the variables using RStudio (R Core Team 2022.

Article Title: The Effect of COVID-19 Infection on Clinical Outcomes in Patients Undergoing Surgical Repair of Humerus Fractures
Article Snippet: To perform logistic regression, a generalized linear model was constructed using a binomial family distribution and logit link functions in RStudio.

Article Title: The effect of repeat feeding on dengue virus transmission potential in Wolbachia-infected Aedes aegypti following extended egg quiescence.
Article Snippet: After qPCR, DENV infection prevalence in legs was analyzed using a generalized linear model following a Wald test in R studio software.

Article Title: Landing on a small tropical island: wide in-situ diversification of an urban-dwelling bat
Article Snippet: We used a generalized linear model (GLM) in Rstudio, including the nuclear clusters as the numeric response variable (value of PC1 from PCoA) and the mtDNA genetic clusters as the explanatory response.

Article Title: Cowpea volatiles induced by beet armyworm or fall armyworm differentially prime maize plants.
Article Snippet: The impact of larval infestations on temporal emission rate of HIPVs released from differentially primed maize plants was statistically analyzed with generalized linear models (GLMs) in RStudio (v.1.4.1106).

Article Title: Inter-species expression of an EF-HAND CALCIUM BINDING PROTEIN in <i>Xanthomonas perforans </i>leads to reduced virulence and decreased immune evasion in tomato plants
Article Snippet: Many phytopathogenic bacteria require a type three secretion system (TTSS) to activate effector triggered immunity (ETI).. We identified a calcium binding protein, EfhXXfa, in the citrus pathogen, X. citri subsp. aurantifolii, that does not require a TTSS to activate reactive oxygen species (ROS) and elicit a hypersensitive reaction (HR) in tomato leaves following infection.. Purified, recombinant EfhXXfa was shown to bind two moles of calcium per mole of protein, whereas mutation of the first of two EF-hands did not bind calcium .



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