Survey response rate

Required inputs

• Completed surveys — Enter the method parameter described above.
• Partial surveys — Enter the method parameter described above.
• Known eligible sampled people — Enter the method parameter described above.
• People with unknown eligibility — Enter the method parameter described above.
• Estimated eligibility among unknown (0–1) — Enter the method parameter described above.

Review missing values and data coding before running. Sample inputs are synthetic teaching examples.

Implementation

Lifescio implements this arithmetic directly in Python. No external statistical test routine is used.

These are pinned library versions; saved results record the versions actually used at runtime.

Library references

• SciPy statistical methods
• statsmodels models and statistical tests
• scikit-learn clustering
• lifelines survival comparisons