Philosophy Background

Philosophy & Research

Quantitative investment models built on academic research and empirical evidence. We combine scientific rigor with practical applicability for systematic, evidence-based investing.

Our Approach

We translate peer-reviewed financial research into accessible investment tools. Each model is based on decades of empirical studies from leading economists and quantitative researchers, adapted for real-world market conditions. We believe sophisticated quantitative analysis should not be exclusive to institutions, but available to anyone committed to systematic, evidence-based investing.

Core Principles

Six fundamental principles guiding our model development and investment philosophy.

Evidence-Based

Every model is grounded in peer-reviewed academic research from leading financial economists. We implement only theories validated through rigorous empirical testing.

Risk-Focused

Risk management stands at the center of our approach. We prioritize downside protection and capital preservation over maximum returns.

Transparent

Free models are open source with full documentation. Professional models are proprietary with proven, backtested performance as our core value proposition.

Long-Term Oriented

We optimize for sustainable investment success rather than short-term gains. Our models identify structural trends, not fleeting price movements.

Accessible

Sophisticated quantitative analysis should not be exclusive to institutions. We democratize professional tools through fair pricing.

Realistic

Models are decision-support tools, not prediction machines. We build robustness and acknowledge limitations rather than promise false precision.

Research Foundation

Our models draw from established research across financial economics.

Asset Pricing & Portfolio Theory

Behavioral Finance & Market Psychology

Monetary Economics & Central Banking

Market Microstructure & Fund Flows

International Finance & Exchange Rates

Commodity Economics & Supply-Demand

We select robust theoretical frameworks from established finance literature and adapt them for practical implementation. Each model undergoes comprehensive backtesting across multiple market cycles before release, ensuring it works in actual market conditions, not just on paper.

What Sets Us Apart

Evidence Over Emotion

Markets are driven by psychology, but successful investing requires discipline. Our models provide objective, systematic signals based on data, helping you maintain a rational approach during market turbulence.

Education Over Marketing

We reject the exploitation of investors through overpriced seminars and false promises. Our models come with comprehensive documentation explaining theory, usage, and realistic expectations.

Accessibility Over Exclusivity

Professional quantitative tools should not cost thousands per month. We provide institutional-quality models at fair prices through the TradingView platform.

Explore Our Models

Discover how academic research translates into practical investment tools.

6
Research Areas
2019
Since
5
Model Categories