Design experiment and analyze volume drop scenario

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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.

Design experiment and analyze volume drop scenario

Company: Coinbase

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Technical Screen

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.

Read the full Coinbase Data Scientist interview experience this question came from

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Coinbase
Feb 6, 2025
easyData ScientistTechnical ScreenAnalytics & Experimentation
2
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