From bdc15db99f9a7d9b421eb2e8815d5e4450d4b5f7 Mon Sep 17 00:00:00 2001 From: Vikas Rawal Date: Fri, 29 Nov 2019 10:48:44 +0530 Subject: [PATCH] Added t-tests --- statistical-inference.org | 47 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) diff --git a/statistical-inference.org b/statistical-inference.org index 3bdc225..11b7ab1 100644 --- a/statistical-inference.org +++ b/statistical-inference.org @@ -279,3 +279,50 @@ #+end_src + + +** t-test + +#+name: ttest1 +#+begin_src R :results output + readRDS("plfsdata/plfsacjdata.rds")->worker + worker$standardwage->worker$wage + t.test(worker$wage) +#+end_src + +#+RESULTS: ttest1 +#+begin_example + + One Sample t-test + +data: worker$wage +t = 432.99, df = 37634, p-value < 0.00000000000000022 +alternative hypothesis: true mean is not equal to 0 +95 percent confidence interval: + 289.7136 292.3484 +sample estimates: +mean of x + 291.031 +#+end_example + +#+name: ttest2 +#+begin_src R :results output + subset(worker,sex!=3)->t9 + factor(t9$sex)->t9$sex + t.test(wage~sex,data=t9) +#+end_src + +#+RESULTS: ttest2 +#+begin_example + + Welch Two Sample t-test + +data: wage by sex +t = 79.02, df = 13483, p-value < 0.00000000000000022 +alternative hypothesis: true difference in means is not equal to 0 +95 percent confidence interval: + 104.6563 109.9805 +sample estimates: +mean in group 1 mean in group 2 + 310.8974 203.5790 +#+end_example