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حوزهآمارآمار
خانوادهHypothesis testHypothesis test
سال پیدایش1969 (1st ed.); 1988 (seminal 2nd ed.)1969 (first edition); 1988 (definitive second edition)
پدیدآورJacob CohenJacob Cohen
نوعSample size and power planningStandardized magnitude estimation
منبع بنیادینCohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805802832Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805802832
نام‌های دیگرsample size calculation, power calculation, sensitivity analysis, a priori power analysiseffect magnitude estimation, standardized effect measure, practical significance analysis, ES analysis
مرتبط54
خلاصهPower 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.Effect size analysis quantifies the practical magnitude of a statistical result independently of sample size. Rather than asking only whether a difference or relationship is statistically significant, it asks how large it is, using standardized indices such as Cohen's d, eta-squared, omega-squared, or Pearson's r that allow direct comparison across studies and populations.
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ScholarGateمقایسهٔ روش‌ها: Power analysis · Effect size analysis. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare