domains / families / research / mathfin-data-analysis

mathfin-data-analysis

separate

Use when designing or auditing the numerical-experiments part of a Mathematical Finance (Wiley) manuscript — at this theory-first venue that means illustrative computation that SUPPORTS a proof (convergence, error bounds, qualitative behavior), never empirical data analysis. Keeps numerics rigorous, reproducible, and subordinate to the theorems.

When to use

• designing numerical experiments for a Mathematical Finance manuscript
• auditing numerical experiments for a Mathematical Finance manuscript
• illustrating convergence, error bounds, or qualitative behavior
• stress-testing a theorem with numerical work
• matching numerical schemes to result types
• conducting a pre-submission numerics audit

When not to use

• empirical data analysis
• routine application of computational methods to financial data
• empirical estimation
• calibrating to real market data and presenting it as the paper's result
• stand-alone empirical study

Skill page

Source