Defend a Quantitative Factor Research Project
Point72Quantitative Researcher · Technical Screen
Last updated
Practice defending quantitative factor construction, information coefficient, model selection, backtesting, and research improvements.
Defend a Quantitative Factor Research Project
Choose a quantitative research project you have worked on and explain its factor construction, information coefficient, model choice, and validation. Be prepared to justify each mathematical step and distinguish research backtests from actual trading evidence. Explain what you would investigate or improve with more time. No particular factor or project result is assumed.
Hints
Hint 1
Align the timestamps: Trace when each factor input was observable and when the return used to evaluate it begins.
Follow-up questions
- What can a positive information coefficient tell you, and what can it not tell you about profitability?
- How would you choose between refining the factor and changing the prediction model?
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