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| 対応のある標本t検定× | 独立標本t検定× | |
|---|---|---|
| 分野 | 統計学 | 統計学 |
| 系統 | Hypothesis test | Hypothesis test |
| 提唱年 | 1908 | 1908 |
| 提唱者 | Student (W. S. Gosset) | Student (W. S. Gosset) |
| 種類 | Parametric mean comparison | Parametric mean comparison |
| 原典≠ | Student (1908). The probable error of a mean. Biometrika, 6(1), 1–25. DOI ↗ | Student (W. S. Gosset) (1908). The probable error of a mean. Biometrika, 6(1), 1–25. DOI ↗ |
| 別名 | dependent t-test, matched pairs t-test, repeated measures t-test, within-subjects t-test | two-sample t-test, unpaired t-test, Student t-test, independent groups t-test |
| 関連≠ | 3 | 4 |
| 概要≠ | The paired samples t-test is a parametric hypothesis test that compares the means of two related measurements from the same subjects or matched pairs to determine whether the average difference is significantly different from zero. It leverages the dependency between observations to produce a more powerful test than its independent-samples counterpart. | The independent samples t-test is a parametric hypothesis test that determines whether the means of two independent, unrelated groups differ significantly on a continuous outcome variable. Derived from Gosset's 1908 t-distribution, it is one of the most widely used inferential tests in social, behavioral, biomedical, and experimental sciences. |
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