The following two articles by Rebecca Bevans are an excellent introduction to the concept of Hypothesis testing and the types of statistical tests available:
- https://www.scribbr.com/statistics/hypothesis-testing/
- https://www.scribbr.com/statistics/statistical-tests/
Snippet from the article on the process of hypothesis testing:
Step 1: State your null and alternate hypothesis
Step 2: Collect data
Step 3: Perform a statistical test
Step 4: Decide whether to reject or "fail to reject" your null hypothesis
Step 5: Present your findings
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