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점-이연 상관계수×독립 표본 t-검정×
분야통계학통계학
계열Hypothesis testHypothesis test
기원 연도19541908
창시자Robert F. TateStudent (W. S. Gosset)
유형Parametric correlation coefficientParametric mean comparison
원전Tate, R. F. (1954). Correlation between a discrete and a continuous variable. Point-biserial correlation. Annals of Mathematical Statistics, 25(3), 603–607. DOI ↗Student (1908). The probable error of a mean. Biometrika, 6(1), 1–25. DOI ↗
별칭rpb, r_pb, point biserial r, item-total correlationstudent t-test, two-sample t-test, unpaired t-test, bağımsız örneklem t-testi
관련44
요약The point-biserial correlation coefficient (r_pb) measures the strength and direction of the linear association between one naturally dichotomous variable (coded 0/1) and one continuous variable. It is a special case of the Pearson product-moment correlation formally derived by Tate (1954) in the Annals of Mathematical Statistics and is the standard index used in psychometric item analysis, validity studies, and any research context where a binary grouping variable is related to a continuous outcome.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.
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