



Can you perform ANOVA on interval data?
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what is interval data
- How can you ensure the reliability and validity of interval data collected through surveys? What are some common biases that can affect interval data collected through surveys?
- What is a normal distribution and why is it important for some analyses of interval data? How do you test for normality in interval data?
- How do you evaluate the accuracy of a regression model? What is cross-validation and how can it be used to evaluate regression models?
- Discuss the challenges of using interval data with machine learning algorithms that assume ratio scales.
- What are prediction intervals in regression?
- What is the power of a statistical test with interval data?
- Discuss the importance of considering the context and limitations of the data when interpreting the results of statistical analyses on interval data.
- Explain how advancements in statistical software have facilitated the analysis of interval data.
- How can factorial ANOVA be used to examine the effects of multiple independent variables on an interval dependent variable?
- How do you present interval data visually in reports and presentations?
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