Estimate fake-account prevalence with capture-recapture

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This question evaluates a data scientist's competency in capture–recapture estimation, estimation of population size with incomplete detections, statistical inference for confidence intervals, understanding of bias from detector dependence, and post-stratification or model-based adjustments.

Estimate fake-account prevalence with capture-recapture

Company: Meta

Role: Data Scientist

Category: Statistics & Math

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a data scientist's competency in capture–recapture estimation, estimation of population size with incomplete detections, statistical inference for confidence intervals, understanding of bias from detector dependence, and post-stratification or model-based adjustments.

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Oct 13, 2025, 9:49 PM
mediumData ScientistOnsiteStatistics & Math
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