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In the simplest of terms, a hypothesis test is a way to use statistics to answer a practical question. Statistical tests of hypothesis can be used to provide an answer to pratical questions, based on sample data. Without hypothesis tests, we may overreact to situations without data, mistaking randomness for variation.This BMGI wizard will help you walk through the Hypothesis Testing Roadmap to select the best hypothesis test for your project. To get started, answer the first question below by selecting how many X’s you have.