RESEARCH PAPERS
Research examined in depth.
FINOVIS Research Papers explore quantitative methods, market behavior and systematic trading through deeper analysis, structured research and evidence-based investigation.
QUANTITATIVE METHODS
FINOVIS RESEARCH PAPER · RP-003 · 2026
Robustness Before Performance: Evaluating Quantitative Models Beyond Backtesting
Backtested performance alone is insufficient evidence of a quantitative model’s robustness. This paper examines how model selection, independent validation, parameter stability, changing market environments and implementation assumptions shape the interpretation of historical results.
QUANTITATIVE METHODS
DATA & SIGNALS
FINOVIS RESEARCH PAPER · RP-002 · 2026
From Noise to Signal: Identifying Information in Financial Market Data
Financial markets generate vast amounts of data, but only a fraction may contain information relevant to systematic decision-making. This paper examines the distinction between noise and signal, exploring statistical significance, signal stability, data transformations and the challenges involved in determining whether observed relationships represent persistent market structure or statistical coincidence.
DATA & SIGNALS
EXECUTION & RISK
FINOVIS RESEARCH PAPER · RP-001 · 2026
From Model to Market: Execution Risk in Systematic Trading
A quantitative model does not operate in isolation from the market in which it is deployed. This paper examines the transition from theoretical signals to real-world execution, focusing on transaction costs, liquidity, slippage, latency and execution uncertainty — and how these factors can influence the relationship between model expectations and realized trading outcomes.
EXECUTION & RISK