পদ্ধতির তুলনা করুন
নির্বাচিত পদ্ধতিগুলো পাশাপাশি পর্যালোচনা করুন; যে সারিগুলোয় পার্থক্য আছে সেগুলো চিহ্নিত করা হয়।
| বেয়েশীয় অ্যানোভা× | বেয়েস ফ্যাক্টর পরীক্ষা× | একমুখী ভেদাঙ্ক বিশ্লেষণ× | |
|---|---|---|---|
| ক্ষেত্র≠ | বেইসীয় | বেইসীয় | পরিসংখ্যান |
| পরিবার≠ | Bayesian methods | Bayesian methods | Hypothesis test |
| উদ্ভবের বছর≠ | 2012 | 1961 | 1925 |
| প্রবর্তক≠ | Rouder, Morey, Speckman & Province | Harold Jeffreys | Ronald A. Fisher |
| ধরন≠ | Bayesian hypothesis test / group comparison | Bayesian hypothesis comparison | Parametric mean comparison |
| মৌলিক উৎস≠ | Rouder, J. N., Morey, R. D., Speckman, P. L. & Province, J. M. (2012). Default Bayes Factors for ANOVA Designs. Journal of Mathematical Psychology, 56(5), 356–374. DOI ↗ | Jeffreys, H. (1961). Theory of Probability (3rd ed.). Clarendon Press / Oxford University Press. ISBN: 978-0198503682 | Fisher, R. A. (1925). Statistical Methods for Research Workers. Edinburgh: Oliver and Boyd. link ↗ |
| অপর নাম | bayesian analysis of variance, bayes factor ANOVA, JZS ANOVA, Bayesçi ANOVA — Bayes Faktörü ile Grup Karşılaştırması | bayes factor, BF10, Bayesian hypothesis test, Bayes Faktörü — Hipotez Testi | one-factor ANOVA, single-factor ANOVA, analysis of variance, tek yönlü ANOVA |
| সম্পর্কিত≠ | 4 | 3 | 4 |
| সারসংক্ষেপ≠ | Bayesian ANOVA, formalised by Rouder, Morey, Speckman and Province (2012), tests whether group means differ by quantifying the evidence for the alternative hypothesis relative to the null using the Bayes Factor (BF₁₀). Unlike classical ANOVA, it can also measure evidence in favour of the null hypothesis, making it equally informative when groups do not differ. | The Bayes factor test, formalised by Harold Jeffreys in 1961, is a Bayesian method for comparing two competing hypotheses. Rather than returning a binary reject/retain verdict, it produces a continuous ratio BF₁₀ that quantifies how much more (or less) probable the data are under the alternative hypothesis H₁ than under the null hypothesis H₀. | One-way ANOVA is a parametric hypothesis test that compares the means of three or more independent groups on a single continuous outcome to decide whether at least one group mean differs. It rests on the variance-partitioning framework introduced by Ronald A. Fisher in 1925. |
| ScholarGateডেটাসেট ↗ |
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