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effects models  (STATA Corporation)


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    Structured Review

    STATA Corporation effects models
    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 <t>linear</t> <t>mixed-effects</t> 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.
    Effects Models, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 99/100, based on 35705 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/effects+models/STATA+16%2E0/pmc13673661-88-4-7
    Average 99 stars, based on 35705 article reviews
    effects models - by Bioz Stars, 2026-11
    99/100 stars

    Images

    1) Product Images from "Microstructure-dependent biomechanical heterogeneity in irises using atomic force microscopy"

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

    Journal: Nanoscale Advances

    doi: 10.1039/d6na00704j

    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.
    Figure Legend 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.

    Techniques Used:

    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.
    Figure Legend 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.

    Techniques Used: Surface Roughness

    Related Articles

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    Article Title: Comparison of the predictive performance of systemic immune-inflammation index and neutrophil-to-lymphocyte ratio for three-month poor functional outcome in ischemic stroke: a systematic review and meta-analysis
    Article Snippet: Area under the curve (AUC), odds ratios (OR), and standardized mean differences (SMD) were pooled using random-effects models in Stata 16.0.

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

    Article Title: Comparison of the predictive performance of systemic immune-inflammation index and neutrophil-to-lymphocyte ratio for three-month poor functional outcome in ischemic stroke: a systematic review and meta-analysis.
    Article Snippet: Area under the curve (AUC), odds ratios (OR), and standardized mean differences (SMD) were pooled using random-effects models in Stata 16.0.

    Article Title: Effects of probiotic supplementation on immune and inflammatory markers in athletes: an umbrella review and re-analysis of published meta-analyses of randomised controlled trials
    Article Snippet: Overlap among studies was evaluated using the Graphical Representation of Overlap for OVErviews (GROOVE) tool, and data were re-analyzed using random- or fixed-effects models in Stata 15.0.

    Article Title: Effects of different exercise modalities on lipid profiles in overweight and obese children and adolescents: a systematic review and network meta-analysis of randomized controlled trials
    Article Snippet: Random-effects models in Stata 16.0 were applied to calculate pooled effect sizes with 95% confidence intervals (CIs).

    Article Title: Effects of different exercise modalities on lipid profiles in overweight and obese children and adolescents: a systematic review and network meta-analysis of randomized controlled trials
    Article Snippet: Analyses were conducted within a frequentist framework [ ], applying random-effects models in Stata 16.0 to calculate pooled effect sizes and 95% CIs.

    Article Title: Effects of different exercise modalities on lipid profiles in overweight and obese children and adolescents: a systematic review and network meta-analysis of randomized controlled trials.
    Article Snippet: Specifically, following standard practice outlined in the Cochrane Handbook, we assumed a conservative correlation coefficient of r = 0.5 between baseline and post-intervention measurements to impute missing standard deviations of change scores.This study followed the PRISMA-NMA guidelines [46].Analyses were conducted within a frequentist framework[47],applying random-effects models in Stata 16.0 to calculate pooled effect sizes and 95% CIs.

    Software:

    Article Title: Telerehabilitation of chronic low back pain: protocol of a systematic review and network meta-analysis.
    Article Snippet: .. All network meta-analyses will be conducted within a frequentist framework using Stata 15 software and will apply random-effects models. ..



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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.

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    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

    Battelle developmental inventory score evolution according to intervention modality. BDI-2, battelle developmental inventory, second edition. Within-group p -values are derived from exploratory paired comparisons and are not adjusted for multiple testing. Primary inference is based on mixed-effects modeling.

    Journal: Frontiers in Public Health

    Article Title: Short-term effects of craniosacral therapy and rhythmic movement training on developmental assessment scores and primitive reflex expression in typically developing children: a randomized controlled trial

    doi: 10.3389/fpubh.2026.1771040

    Figure Lengend Snippet: Battelle developmental inventory score evolution according to intervention modality. BDI-2, battelle developmental inventory, second edition. Within-group p -values are derived from exploratory paired comparisons and are not adjusted for multiple testing. Primary inference is based on mixed-effects modeling.

    Article Snippet: Continuous outcomes (BDI-2 scores and reflex severity scores) were analyzed using linear mixed-effects models with fixed effects for time (baseline vs. post-intervention), group (CST, CST placebo, RMT, RMT placebo), and the time × group interaction.

    Techniques: Derivative Assay