手法を比較
選択した手法を並べて確認できます。異なる行はハイライト表示されます。
| 対応のある標本t検定× | 一標本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 (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 | single-sample t-test, one-group t-test, one-sample t, Student one-sample t-test |
| 関連 | 3 | 3 |
| 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 one-sample t-test is a parametric hypothesis test that determines whether the mean of a single sample differs significantly from a known or hypothesized population value. Derived from Student's (Gosset's) 1908 t-distribution, it assumes continuous, approximately normally distributed data and is one of the most fundamental tests in applied statistics. |
| ScholarGateデータセット ↗ |
|
|