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Bajezijanska deskriptivna statistika×Analiza snage×
OblastStatistikaStatistika
PorodicaHypothesis testHypothesis test
Godina nastanka1763/18121969 (1st ed.); 1988 (seminal 2nd ed.)
TvoracThomas Bayes / Pierre-Simon LaplaceJacob Cohen
TipBayesian parameter estimationSample size and power planning
Temeljni izvorGelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013). Bayesian Data Analysis (3rd ed.). CRC Press. ISBN: 978-1439840955Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805802832
Drugi naziviBayesian summaries, posterior descriptives, Bayesian parameter estimation, credible-interval summariessample size calculation, power calculation, sensitivity analysis, a priori power analysis
Srodne55
SažetakBayesian descriptive statistics summarizes data by combining observed information with prior knowledge through Bayes' theorem, yielding posterior distributions over parameters such as the mean and variance. Instead of point estimates and p-values, results are expressed as posterior means, medians, and credible intervals that carry a direct probability interpretation.Power analysis is a planning and evaluation technique that quantifies the probability of detecting a real effect of a given magnitude at a chosen significance level. It links four quantities — sample size, effect size, significance level (alpha), and statistical power (1 minus beta) — so that researchers can determine the sample size needed before data collection or evaluate the sensitivity of a completed study.
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ScholarGateUporedite metode: Bayesian descriptive statistics · Power analysis. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare