


Explain how the increasing availability of large and complex datasets is creating new opportunities and challenges for the analysis of interval data.
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what is interval data
- Can you calculate ranges for interval data? What are the limitations of interval data?
- Can you calculate the median of interval data? Can you calculate the mode of interval data?
- Are scores on a standardized test interval data?
- Discuss the importance of construct validity when developing measures that are intended to yield interval data.
- Explain how a pre-test/post-test design with an interval outcome variable can be used to assess the impact of an intervention.
- What are some non-parametric tests that can be used if interval data is not normally distributed?
- Explain how clear documentation can ensure the reproducibility of analyses involving interval data.
- Describe how measures like pain scores (often treated as interval) are used in clinical trials.
- Provide an example of ratio data that corresponds to one of the interval data examples you provided earlier, highlighting the difference in the zero point.
- Can you calculate the standard deviation of interval data?
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