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领导,我的不是meta-analysis,而是Bayesian analysis 随着时代的发展,贝叶斯方法(Bayesian)已经成为了网状meta分析的主流统计模型。现在的期刊基本都要求贝叶斯模型的网状meta分析,而不要频率学派的网状meta分析,因为贝叶斯的优势在于可以利用后验概率对所有分析的干预措施进行排序,且克服了频率学法在参数估计时通过不断的迭代...
We develop a Bayesian multinomial network meta-analysis model for unordered (nominal) categorical outcomes that allows for partially observed data in which exact event counts may not be known for each category. This model properly accounts for correlations of counts in mutually exclusive categories and...
Bayesian network meta-analysis suggests a similar effectiveness between a monovalent and a pentavalent rotavirus vaccine To assess the comparative effectiveness of a monovalent and a pentavalent rotavirus vaccine (RV1 and RV5), a Bayesian network meta-analysis was conducted. ... Masato,Takeuchi - 《...
Network meta-analysis (NMA) is a widely used tool to compare multiple treatments by synthesizing different sources of evidence. Measures such as the surface under the cumulative ranking curve (SUCRA) and the P-score are increasingly used to quantify treatment ranking. They provide summary scores of...
Here, we compare two Bayesian meta-analysis models that are analogous to these methods./p pResults/p pTwo Bayesian meta-analysis models for microarray data have recently been introduced. The first model combines standardized gene expression measures across studies into an overall mean, accounting ...
Network meta-analysis 1. Introduction Knee osteoarthritis (KOA) is a degenerative osteoarthritis characterized by joint inflammation and progressive articular cartilage degeneration (Dainese et al., 2022; Sharma, 2021). The main clinical manifestations of KOA are joint swelling, pain, stiffness, and lim...
Network meta-analysis of parametric survival curves. Res synth meth ▶ Parmar M, Torri V, Stewart L (1998). Extracting summary statistics to perform meta-analyses of the published literature for survival endpoints. Stat Med ▶ Perren TJ, Swart AM, Pfisterer J, et al. (2011). A phase ...
The present Bayesian network meta-analysis compared different types of polyethylene liners in total hip arthroplasty (THA) in terms of wear penetration (mm/year) and rate of revision. The type of liners compared were the crosslinked ultra-high molecular weight polyethylene (CPE/UHMWPE), Vitamin ...
Network meta-analysis PD: Pocket depth PRF: Platelet-rich fibrin PRISMA: Preferred reporting items for systematic reviews and meta-analyses RCT: Randomized controlled clinical trials RD: Recession depth RW: Recession width SUCRA: Surface under the cumulative ranking References: Cortellini P...