What are the limitations of statistical methods?
An example of an AI chatbot conversation about the limitations of statistical methods.
What are the limitations of statistical methods?
Statistical methods can be limited by assumptions, sample size, and the quality of data. Would you like to know more about specific limitations?
Yes, can you explain how assumptions affect statistical analysis?
Assumptions are conditions that must be met for statistical methods to be valid. If these assumptions are violated, the results can be misleading.
What are some common assumptions in statistical methods?
Common assumptions include normality, independence, and homoscedasticity. Each method has its own specific assumptions.
How can I check if my data meets these assumptions?
You can use visualizations like Q-Q plots for normality, and statistical tests like the Shapiro-Wilk test. Would you like details on these tests?
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