Published September 26, 2026 | Version v1

Gene dropout bias: Choose 1 estimand before adjusting weights

Authors/Creators

Description

Learn why gene dropout bias requires defining one estimand before adjusting weights, and when justified IPW can target all cells rather than detected expressers.

Independent technical note mirroring the canonical version: https://quantbio.me/blog/gene-dropout-bias-choose-1-estimand-before-adjusting-weights.php

Notes

Independent analysis; not peer-reviewed.

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blog_gene-dropout-bias-choose-1-estimand-before-adjusting-weights.php.pdf

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