There is a frustrating truth here. Even if a significant difference is found with p < 0.05, it does not actually determine whether the treatment is truly effective. This problem becomes fatal, ...
If you've ever tried to read a scientific paper, you've almost certainly run into a p-value. And if you found it confusing, you're in good company: Plenty of working scientists misunderstand it too.
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