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Research

Research starts with a question.

Topics of interest across mathematics, data and financial technology.

01

Quantitative Research

Questions about market structure, price formation and financial time series.

02

Machine Learning

Questions about evaluation, assumptions and the limits of learned models.

03

Statistical Modeling

Estimation, inference, validation and uncertainty as research topics.

04

Market Microstructure

Order flow, liquidity and venue mechanics as subjects for investigation.

05

Optimization

The formulation of objectives, constraints and evaluation criteria.

06

Alternative Data

Data sources, documentation and the limits of interpretation.

07

Simulation

Model assumptions, simulated examples and reproducible experiments.

08

Applied Mathematics

Mathematical questions, explicit assumptions and careful reasoning.