



How can interval data be used in healthcare research to evaluate the effectiveness of different treatments?
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what is interval data
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- Discuss the challenges of using interval data with machine learning algorithms that assume ratio scales.
- What are hierarchical linear models or mixed-effects models? When would you use these advanced techniques with interval data?
- Explain the meaning of the slope coefficient in a simple linear regression model with an interval dependent variable.
- Why can't you calculate meaningful ratios with interval data? Give an example illustrating why ratios are not meaningful with interval data.
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- What are the arguments for treating Likert scales as interval data?
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