If you are performing a hypothesis test based on a 0.10 significance level (10%),The likelihood of a type I error is proportional to the significance level (which is 1-confidence level). A significance level of 10% indicates that a type I error is 10% likely.
- In a scientific context, a hypothesis (plural: hypotheses) is a testable statement about the relationship between two or more variables or a proposed explanation for some observed phenomenon.
- In an experiment, a hypothesis is used to define the relationship between two variables. A hypothesis's goal is to find an answer to a question. A formalized hypothesis will force us to consider what outcomes we should expect from an experiment. The independent variable is the first variable.
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