Matheus Rech
Community@matheus-rech
Agent Skills by Matheus Rech
Showing 13 vetted skills indexed across 1 GitHub repositories.
matheus-rechipd-meta-analysis
Estimate treatment effects and time-to-event outcomes from participant-level data across studies.
matheus-rechpublication-bias-detection
Detect publication bias in meta-analyses with funnel plots and Egger's test.
matheus-rechheterogeneity-analysis
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matheus-rechbayesian-meta-analysis
Conduct Bayesian meta-analysis with priors and posterior inference in R tools.
matheus-rechmeta-analysis-fundamentals
Explain meta-analysis concepts, effect sizes, and fixed versus random effects.
matheus-rechnetwork-meta-analysis
Perform network meta-analysis comparing multiple treatments with frequentist and Bayesian models.
matheus-rechtrial-sequential-analysis
Calculate Required Information Size and monitoring boundaries for cumulative meta-analyses.
matheus-rechforest-plot-creation
Generate forest plots from yi and sei using metafor package in R.
matheus-rechdata-extraction
Convert study data into effect sizes and variances for R metafor pipelines.
matheus-rechdiagnostic-meta-analysis
Perform meta-analysis of diagnostic accuracy studies using mada and metafor models.
matheus-rechsocratic-teaching
Guide learners through meta-analysis concepts using structured Socratic questioning.
matheus-rechr-code-generation
Generate production-ready R code for meta-analysis using the metafor package.
matheus-rechgrade-assessment
Apply the GRADE framework to rate certainty of evidence in systematic reviews.