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Predictions or hypotheses are the basis of most research using statistical analysis. To do research without knowing what you are looking for is like sticking your hand into a bag that contains snakes, Spiders, crabs and scorpions - you don't which one bit you so you don't which anti-venom to take. In the case of research, you should at least know what you expect to happen so that you can account for why it did or didn't when your observations have been completed.

Most statistical science frames the hypothesis in the negative, i.e. what you don't expect to be observed during your research. If you fail to prove your hypothesis, you haven't automatically proved your alternative hypothesis, but you have accumulated evidence to more strongly support the likelihood of it being true.

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