Question: What is hypothesis testing? Discuss the statement The sample must be representative of the population. In your discussion, be sure to include the concepts of
- What is hypothesis testing?
- Discuss the statement "The sample must be representative of the population." In your discussion, be sure to include the concepts of generalizability and sampling procedures.
- In hypothesis testing, there are some errors that could be committed if the wrong decision is made regarding the null hypothesis. These errors are Type I and Type II errors. Please describe each one of them, and provide an example when you are committing a Type I and/or a Type II error.
- Discuss each of the three main assumptions for parametric statistics. Include in your discussion which of the variables will be tested for the assumptions, the independent, or dependent variable.
- Describe and explain the assumption of normality. How could you test for this assumption?
- Describe and explain the assumption of independence.
- Provide an example of a statistical analysis where homogeneity of variance is important.
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