r:two_sample_t-test
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| r:two_sample_t-test [2026/04/05 23:57] – created hkimscil | r:two_sample_t-test [2026/04/06 03:38] (current) – hkimscil | ||
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| Line 219: | Line 219: | ||
| table(mdiffs < -4 | mdiffs > 4) | table(mdiffs < -4 | mdiffs > 4) | ||
| + | </ | ||
| - | # repeated measure = to be deleted | ||
| - | sz <- 50 | ||
| - | t5 <- rnorm2(sz, 75, 10) | ||
| - | t6 <- rnorm2(sz, 82, 10) | ||
| - | |||
| - | t.test(t5, t6, paired=T) | ||
| - | |||
| - | diff <- t5-t6 | ||
| - | sd.diff <- sd(diff) | ||
| - | se.diff <- sd.diff/ | ||
| - | m.diff <- mean(diff) | ||
| - | |||
| - | t.cal <- m.diff/ | ||
| - | p.val <- pt(abs(t.cal), | ||
| - | df <- sz-1 | ||
| - | |||
| - | t.cal | ||
| - | df | ||
| - | p.val | ||
| - | |||
| - | m.diff | ||
| - | se.diff | ||
| - | two <- qt(.05/2, df=sz-1) | ||
| - | two | ||
| - | lo2 <- se.diff*two | ||
| - | lo2 | ||
| - | m.diff + lo2 | ||
| - | m.diff - lo2 | ||
| - | </ | ||
| <tabbox ro.two.sample.t-test> | <tabbox ro.two.sample.t-test> | ||
| < | < | ||
| Line 556: | Line 528: | ||
| 951 49 | 951 49 | ||
| > | > | ||
| - | > # repeated measure = to be deleted | ||
| - | > sz <- 50 | ||
| - | > t5 <- rnorm2(sz, 75, 10) | ||
| - | > t6 <- rnorm2(sz, 82, 10) | ||
| - | > | ||
| - | > t.test(t5, t6, paired=T) | ||
| - | |||
| - | Paired t-test | ||
| - | |||
| - | data: t5 and t6 | ||
| - | t = -3.3984, df = 49, p-value = 0.001355 | ||
| - | alternative hypothesis: true mean difference is not equal to 0 | ||
| - | 95 percent confidence interval: | ||
| - | | ||
| - | sample estimates: | ||
| - | mean difference | ||
| - | | ||
| - | |||
| - | > | ||
| - | > diff <- t5-t6 | ||
| - | > sd.diff <- sd(diff) | ||
| - | > se.diff <- sd.diff/ | ||
| - | > m.diff <- mean(diff) | ||
| - | > | ||
| - | > t.cal <- m.diff/ | ||
| - | > p.val <- pt(abs(t.cal), | ||
| - | > df <- sz-1 | ||
| - | > | ||
| - | > t.cal | ||
| - | [1] -3.398399 | ||
| - | > df | ||
| - | [1] 49 | ||
| - | > p.val | ||
| - | [1] 0.001354538 | ||
| - | > | ||
| - | > m.diff | ||
| - | [1] -7 | ||
| - | > se.diff | ||
| - | [1] 2.059793 | ||
| - | > two <- qt(.05/2, df=sz-1) | ||
| - | > two | ||
| - | [1] -2.009575 | ||
| - | > lo2 <- se.diff*two | ||
| - | > lo2 | ||
| - | [1] -4.13931 | ||
| - | > m.diff + lo2 | ||
| - | [1] -11.13931 | ||
| - | > m.diff - lo2 | ||
| - | [1] -2.86069 | ||
| - | > | ||
| </ | </ | ||
| </ | </ | ||
| {{.: | {{.: | ||
| {{.: | {{.: | ||
r/two_sample_t-test.txt · Last modified: by hkimscil
