পদ্ধতির তুলনা করুন

	স্বাধীন নমুনা টি-পরীক্ষা	Mann-Whitney U test
ক্ষেত্র	পরিসংখ্যান	পরিসংখ্যান
পরিবার	Hypothesis test	Hypothesis test
উদ্ভবের বছর	1908	1947
প্রবর্তক	Student (W. S. Gosset)	H. B. Mann & D. R. Whitney
ধরন	Parametric mean comparison	Nonparametric two-group comparison
মৌলিক উৎস	Student (1908). The probable error of a mean. Biometrika, 6(1), 1–25.	Mann, H. B. & Whitney, D. R. (1947). On a test of whether one of two random variables is stochastically larger than the other. Annals of Mathematical Statistics, 18(1), 50–60.
অপর নাম	student t-test, two-sample t-test, unpaired t-test, bağımsız örneklem t-testi	Mann-Whitney-Wilcoxon test, Wilcoxon rank-sum test, Mann-Whitney U Testi
সম্পর্কিত	4	4
সারসংক্ষেপ	The independent samples t-test is a parametric hypothesis test that compares the means of two independent groups to decide whether they differ significantly. It builds on the t-distribution introduced by Student (W. S. Gosset) in 1908 and assumes the measured values are continuous, approximately normally distributed, and have equal variances.	The Mann-Whitney U test is the nonparametric alternative to the independent samples t-test, comparing two independent groups by ranking all observations together rather than relying on their means. It was introduced by H. B. Mann and D. R. Whitney in 1947 and does not require the data to be normally distributed.