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This is a easy difficulty Analytics & Experimentation question, commonly asked during Technical Screen rounds at Citi.

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This question is commonly asked for Data Scientist candidates at Citi during technical interviews.

Design experiment and analyze volume drop scenario

Last updated: Mar 29, 2026

Quick Overview

Design an activation experiment for first-trade rate and investigate a retail trading volume drop despite higher BTC volatility. The solution covers A/B metrics, guardrails, validity threats, non-significant results, volume decomposition, market and risk hypotheses, and follow-up analyses.

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Design experiment and analyze volume drop scenario

Citi

Feb 6, 2025, 12:00 AM

easyData ScientistTechnical ScreenAnalytics & Experimentation

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