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random effects model  (STATA Corporation)


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    STATA Corporation random effects model
    Random Effects Model, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 99/100, based on 36686 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/effects+model/STATA+1%2E0/pm41899039-70-8-12
    Average 99 stars, based on 36686 article reviews
    random effects model - by Bioz Stars, 2026-10
    99/100 stars

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    other:

    Article Title: Potential protein blood-based biomarkers for cognitive dysfunction in Parkinson’s disease: a systematic review and network meta-analysis
    Article Snippet: A frequentist NMA was performed using Stata 15.0 with a random-effects model to estimate standardized mean differences (SMD) and 95% confidence intervals (CI).

    Article Title: Melatonin in Preeclampsia: a Systematic Review of its Role in Pathogenesis and Therapeutic Potential.
    Article Snippet: Preeclampsia (PE), a pregnancy-specific hypertensive condition, is characterized by sudden onset hypertension and maternal organ failure, which is frequently associated with fetal growth restrictions [1].. While estimates from industrialized nations suggest a prevalence of around 2–5% of pregnancies, rates in developing countries may be higher, reaching up to 25% in some areas [2].. Several studies have investigated risk factors for PE and consistently identified obesity as a key contributor [3–5].

    Article Title: Association between adverse childhood experiences and asthma: a meta-analysis
    Article Snippet: Odds ratios (ORs) with 95% confidence intervals (CIs) were pooled using a random-effects model in Stata 15.0.

    Article Title: Effectiveness of robotic rehabilitation interventions in children with cerebral palsy: protocol for a systematic review and meta-analysis of randomized controlled trials.
    Article Snippet: Where appropriate, we will perform a meta-analysis using a random-effects model in Stata 14.0.

    Article Title: Effect of bariatric surgery and pharmacological treatments on cardiovascular risk factors for adults with overweight and obesity: a systematic review and network meta-analysis
    Article Snippet: Network meta-analysis was conducted using a frequentist approach with the multivariate random-effects model in Stata 14.

    Article Title: Association between adverse childhood experiences and asthma: a meta-analysis.
    Article Snippet: Odds ratios (ORs) with 95% confidence intervals (CIs) were pooled using a random-effects model in Stata 15.0.

    Software:

    Article Title: Effect and safety of nutritional supplements on clinical outcomes in patients with acute pancreatitis: a systematic review and network meta-analysis
    Article Snippet: .. This NMA was conducted utilizing Stata 15.0 software with a random-effects model. ..

    Article Title: Effect and safety of nutritional supplements on clinical outcomes in patients with acute pancreatitis: a systematic review and network meta-analysis.
    Article Snippet: .. Data Analysis This NMA was conducted utilizing Stata 15.0 software with a random-effects model. ..



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    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