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Related Questions
- What are the key differences between mean and median imputation for handling missing values in a dataset?
- Can you explain the advantages of using median imputation over mean imputation for skewed datasets?
- How does mean imputation affect the variance of a dataset, and what are the implications for downstream analysis?
- What are some common scenarios where mean imputation is preferred over median imputation?
- How does median imputation perform in the presence of outliers, and what are the potential consequences?
- Can you discuss the impact of imputation method on model performance in machine learning tasks?
- What are some alternative methods to mean and median imputation for handling missing values, and when might they be preferred?
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