What statistical test would I use to compare differences in mortality among 5 independent groups? I know chi square can be used for comparing 2 groups.
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Best Answer
You want to see whether the distribution in frequencies among the five groups is consistent with a discrete uniform distribution (null hypothesis) or they are instead different enough to reject the null. To do so, you can use a goodness-of-fit test chi squared test.
If you are using R, you can do something like this:
group_mortality <- c(15, 21, 11, 09, 22) expected_freq <- rep(1/5,5) (ch_sq <- chisq.test(group_mortality, p= expected_freq)) Chi-squared test for given probabilities data: group_mortality X-squared = 8.6667, df = 4, p-value = 0.06999
In a case like this the $chi^2$ value wouldn't be extreme enough to reject the null with a risk alpha of $<5%$.
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