What is the Role of Data Quality in Statistical Analysis?
High-quality data are essential for valid statistical analysis. Poor data quality can lead to:
- Biased Estimates: Incorrect estimation of effect sizes and associations. - Reduced Power: Inability to detect true associations due to increased variability or reduced sample size. - Invalid Inferences: Drawing incorrect conclusions from the analysis.
