Essential guidelines for implementing effective weighting in survey research.
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Get your free trialWeighting decisions should be made before data collection begins, not as an afterthought during analysis.
Effective weighting starts during survey design. Consider what auxiliary variables you'll need and ensure you collect the necessary demographic information.
Monitor weight distributions, effective sample sizes, and design effects to ensure your weighting scheme is improving rather than degrading data quality.
Proper documentation of your weighting methodology is essential for transparency and reproducibility in research.
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