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mixed effects models  (On Demand Pharmaceuticals)

 
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    On Demand Pharmaceuticals mixed effects models
    Mixed Effects Models, supplied by On Demand Pharmaceuticals, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/mixed+effects+models/linear+mixed+model+multivariable/pmc13190439-100-6-11
    Average 86 stars, based on 1 article reviews
    mixed effects models - by Bioz Stars, 2026-10
    86/100 stars

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    Article Title: Morphological indicators of puberty in 3/4 and 5/8 Girolando heifers
    Article Snippet: Morphometric traits were analyzed using linear mixed-effects models (Mixed Procedure, SAS OnDemand) according to age (in days) and genetic group (GG).



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    Image Search Results


    Parameters of iris surface structural and morphological characteristics with significant zone-by-quadrant interaction effects. Plots show the marginal means and 95% confidence intervals for each zone across different quadrants (D, inferior; N, nasal; T, temporal; U, superior) based on the linear mixed-effects model. Different colors/symbols denote different zones. These findings suggest that the distribution patterns of certain iris surface structural and morphological parameters vary across quadrants, indicating spatial heterogeneity.

    Journal: Nanoscale Advances

    Article Title: Microstructure-dependent biomechanical heterogeneity in irises using atomic force microscopy

    doi: 10.1039/d6na00704j

    Figure Lengend Snippet: Parameters of iris surface structural and morphological characteristics with significant zone-by-quadrant interaction effects. Plots show the marginal means and 95% confidence intervals for each zone across different quadrants (D, inferior; N, nasal; T, temporal; U, superior) based on the linear mixed-effects model. Different colors/symbols denote different zones. These findings suggest that the distribution patterns of certain iris surface structural and morphological parameters vary across quadrants, indicating spatial heterogeneity.

    Article Snippet: Data were examined using mixed-effects models in Stata 16 to address both individual and between-group variability while controlling for random effects, thereby enhancing model robustness.

    Techniques:

    Iris surface structural and morphological parameters showing significant main effects of zone. The upper panels show the marginal means and 95% confidence intervals of Ra and Rq for each zone across different quadrants (D, inferior; N, nasal; T, temporal; U, superior) based on the linear mixed-effects model. Different colors/symbols represent different zones. The lower panels illustrate the regional distribution patterns of Ra and Rq across the iris. Darker colors indicate higher values. These results demonstrate significant zonal differences in iris surface roughness-related parameters.

    Journal: Nanoscale Advances

    Article Title: Microstructure-dependent biomechanical heterogeneity in irises using atomic force microscopy

    doi: 10.1039/d6na00704j

    Figure Lengend Snippet: Iris surface structural and morphological parameters showing significant main effects of zone. The upper panels show the marginal means and 95% confidence intervals of Ra and Rq for each zone across different quadrants (D, inferior; N, nasal; T, temporal; U, superior) based on the linear mixed-effects model. Different colors/symbols represent different zones. The lower panels illustrate the regional distribution patterns of Ra and Rq across the iris. Darker colors indicate higher values. These results demonstrate significant zonal differences in iris surface roughness-related parameters.

    Article Snippet: Data were examined using mixed-effects models in Stata 16 to address both individual and between-group variability while controlling for random effects, thereby enhancing model robustness.

    Techniques: Surface Roughness