In short, statistical inference follows these steps: Ask a meaningful question. Formulate a hypothesis test, setting the status quo as the null hypothesis, and what you hope to be true as the alternative hypothesis. Establish a significance level. (5% or 0.05 is an arbitrary but often-used number.) Calculate a p-value based on a statistical test.

... See more