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InterStudy Inc fixed-effects model
Fixed Effects Model, supplied by InterStudy Inc, 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/fixed-effects+model/fixed+effects+model/pm40481408-202-17-1
Average 90 stars, based on 1 article reviews
fixed-effects model - by Bioz Stars, 2026-11
90/100 stars

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Article Title: The safety and efficacy of liraglutide combined with metformin in clinical treatment of polycystic ovary syndrome patients: a meta-analysis.
Article Snippet: The interstudy heterogeneity was low (P = 1.00; I2 = 0%), leading to the use of a fixed-effects model for analysis.

Article Title: The relationship between Alzheimer's disease and intracerebral hemorrhage based on Mendelian randomization.
Article Snippet: Background: Traditional epidemiologic studies suggest that Alzheimer’s disease (AD) may be associated with intracerebral hemorrhage (ICH).. Objective: To explore whether there is a causal relationship between AD and ICH and the underlying mechanisms involved.. Methods: Mendelian randomization (MR) approach was used to explore causal relationships.

Article Title: Clinical Outcomes Following Profunda Artery Perforator Flap Breast Reconstruction: A Systematic Review and Meta-Analysis.
Article Snippet: Background There is a lack of reliable evidence on the surgical outcomes of profunda artery perforator (PAP) flap breast reconstruction.. We conducted a meta-analysis to evaluate its safety and compare it with deep inferior epigastric perforator (DIEP) flap, aiming to offer more information on whether the PAP flap was an ideal alternative for autologous breast reconstruction.. Methods PubMed, EMBASE, Web of Science and Cochrane Library were searched to retrieve relevant articles.

Article Title: Core Training for Pain Management and Functional Improvement in Patients With Patellofemoral Pain Syndrome
Article Snippet: If I 2 was ≤50%, interstudy heterogeneity was considered to be low, and meta-analysis was performed using a fixed-effects model; if I 2 was in the range of 50–75%, it was considered moderate heterogeneity, and effect sizes were calculated using a random-effects model; and if I 2 was ≥75%, it was considered that there was a high degree of interstudy heterogeneity, and either a random-effects model was selected or descriptive analyses of the results were performed.

Article Title: Postoperative Complications Following Prepectoral Versus Partial Subpectoral Implant-Based Breast Reconstruction Using ADM: A Systematic Review and Meta-analysis.
Article Snippet: Background There is a paucity of evidence comparing the safety of prepectoral and partial subpectoral implant-based breast reconstruction using acellular dermal matrices (ADM).. We performed a meta-analysis to evaluate the postoperative complications of the two approaches.. Methods PubMed, EMBASE, Web of Science and Cochrane Library were searched to retrieve relevant articles.



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(A) Forest plot from the fixed-effects meta-analysis of the effect on secretory IgA levels. (B) Funnel plot corresponding to the IgA meta-analysis for assessing publication bias. (C) Forest plot from the random-effects meta-analysis of the effect on IL-6 levels. (D) Funnel plot corresponding to the IL-6 meta-analysis for assessing publication bias.

Journal: PeerJ

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

doi: 10.7717/peerj.20809

Figure Lengend Snippet: (A) Forest plot from the fixed-effects meta-analysis of the effect on secretory IgA levels. (B) Funnel plot corresponding to the IgA meta-analysis for assessing publication bias. (C) Forest plot from the random-effects meta-analysis of the effect on IL-6 levels. (D) Funnel plot corresponding to the IL-6 meta-analysis for assessing publication bias.

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.

Techniques: