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RStudio multivariate logistic regression model
Multivariate Logistic Regression 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/linear+model+package+program/multivariate+association+with+linear+models++maaslin++packages/pmc08039820-82-8-12
Average 90 stars, based on 1 article reviews
multivariate logistic regression model - by Bioz Stars, 2026-09
90/100 stars

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other:

Article Title: Scaling law characteristics and spatiotemporal multicomponent analysis of syphilis from 2016 to 2022 in Zhejiang Province, China
Article Snippet: The multivariate time series model was run by R Studio (version 1.2.5001).

Article Title: Alterations in Gut Microbiota and Their Correlation with Brain Beta-Amyloid Burden Measured by 18 F-Florbetaben PET in Mild Cognitive Impairment Due to Alzheimer’s Disease
Article Snippet: The abundance of taxa was correlated with global and regional SUVRs by generalized linear models implemented in Multivariate Association with Linear Models (MaAsLin) packages of RStudio (version 0.98.983) [ ], adjusting for the effects of age and BMI (a confounding variable) in the study population.

Article Title: Factors associated with localization of tuberculosis disease among patients in a high burden country: A health facility-based comparative study in Ethiopia
Article Snippet: Associated risk factors were identified through a multivariate logistic regression model using R-studio.

Article Title: Physiologic intestinal 18 F-FDG uptake is associated with alteration of gut microbiota and proinflammatory cytokine levels in breast cancer
Article Snippet: The abundance of taxa was compared between IU groups and correlated with TB SUV max , as well as TB SUV mean by the generalized linear models implemented in Multivariate Association with Linear Models (MaAsLin) packages ( https://huttenhower.sph.harvard.edu/maaslin ) of RStudio (version 0.98.983), considering the effects of other variables (confounders) in the study population (i.e., age and BMI) .

Article Title: Whole-Genome Sequencing Reveals Age-Specific Changes in the Human Blood Microbiota
Article Snippet: To find associations between aging and microbial community abundance, generalized linear models implemented in the multivariate association with linear models (MaAsLin) package [ ] from RStudio (v.1.0.153) were used.

Article Title: Enhancing Quality of Life in Patients With Hypothyroidism Using a Scientific Yoga Module: Randomized Controlled Trial.
Article Snippet: Data preparation adhered to an intention-to-treat approach where missing values were imputed using the multivariate imputation by chained equations model in RStudio.

Article Title: Physiologic intestinal 18 F-FDG uptake is associated with alteration of gut microbiota and proinflammatory cytokine levels in breast cancer.
Article Snippet: The abundance of taxa was compared between IU groups and correlated with TB SUVmax, as well as TB SUVmean by the generalized linear models implemented in Multivariate Association with Linear Models (MaAsLin) packages (https://huttenhower.sph.harvard.edu/maaslin) of RStudio (version 0.98.983), considering the effects of other variables (confounders) in the study population (i.e., age and BMI)18.

Biomarker Discovery:

Article Title: Clinical characteristics and prognosis of EBV-Positive mature B-Cell lymphoma in children: a retrospective study.
Article Snippet: .. Development and validation of a prognostic nomogram to predict outcomes in pediatric patients with mature B-cell lymphoma To accurately predict the PFS and OS of pediatric patients with mature B-cell lymphoma, two nomogram prediction models were developed using multivariate Cox regression models in RStudio on the basis of all the significant independent factors for PFS and OS (Fig. 5). ..



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