Question
Hello, can you please help me with the question shown below? I am having trouble understanding what is meant from RStudio code and how to
Hello, can you please help me with the question shown below? I am having trouble understanding what is meant from RStudio code and how to answer this problem correctly.
What is the confidence interval of this one tailed test at 99%? Do you reach a different conclusion from this hypothesis test compared to the 95% one tailed test? What does this tell us about the relationship between a mother's smoking and the birth weight of her baby?
Code for 99% confidence interval one tailed test
Welch Two Sample t-test data: nc$weight by nc$habit t = 2.359, df = 171.32, p-value = 0.009725 alternative hypothesis: true difference in means between group nonsmoker and group smoker is greater than 0 99 percent confidence interval: 0.001431336 Inf sample estimates: mean in group nonsmoker mean in group smoker 7.144273 6.828730
Code for 95 % confidence interval one tailed test
> t.test(nc$weight ~ nc$habit, alternative = "greater", conf.level = .95) Welch Two Sample t-test data: nc$weight by nc$habit t = 2.359, df = 171.32, p-value = 0.009725 alternative hypothesis: true difference in means between group nonsmoker and group smoker is greater than 0 95 percent confidence interval: 0.09432986 Inf sample estimates: mean in group nonsmoker mean in group smoker 7.144273 6.828730
Since our hypothesis is that the average birth weight of babies born to non-smoking mothers is greater than the birth weight of babies born to smoking mothers. We'll add the alternative = "greater" option to the function. We specify "greater" because the t.test function compares what the first group to the second group. So, we expect non-smoker birth weights to be greater on average than smoker birth weights.
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