



How can you visualize the relationship between two interval variables? What is a scatter plot and how is it interpreted?
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what is interval data
- How does regression analysis use the interval property of variables to model relationships and make predictions?
- Explain the difference between interval and ratio scales using the concept of absolute zero.
- What are decomposition techniques for time series data?
- How does the arbitrary zero point limit the types of mathematical operations that can be meaningfully performed on interval data?
- Are there non-linear regression models for interval data?
- Describe different types of graphs (e.g., histograms, box plots, scatter plots) that are commonly used to display interval data and the information they convey.
- What are some best practices for cleaning and preparing interval data for analysis?
- What are exponential smoothing techniques? How can you assess the stationarity of a time series with interval data?
- How can the visual presentation of interval data influence its interpretation by different audiences?
- Can you calculate the median of interval data? Can you calculate the mode of interval data?
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