multiple imputation

What are the Advantages of Multiple Imputation?

Here are some key advantages of using MI in nursing research:
- Reduces Bias: Unlike traditional methods like listwise deletion, MI reduces bias by utilizing all available data.
- Improves Statistical Power: By retaining more participants in the analysis, MI increases the statistical power of the study.
- Provides Comprehensive Estimates: MI takes into account the uncertainty of missing data, providing more robust and comprehensive estimates.
- Enhances Validity: MI can improve the internal and external validity of the study findings.

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