052 - Martyn Tinsley - 1 of 2 - Building Robust Trading Strategies - The Masterclass

About this episode

Martyn Tinsley discusses building robust trading strategies and common pitfalls traders face.

Martyn's process. Dealing with common trader pitfalls. Defining steps and methods for avoiding over-fitting. "Opt My Strategy" the Robustness Testing Application built by Martyn Tinsley. Up to 25% off for Algo Advantage Subscribers!! https://www.algoadvantage.io/toolbox Martyn's paper on his new technique, " Walk Forward Correlation A Diagnostic for Over-Fitting and Structural Edge in Trading Strategy Optimisation ": Our courses, community & toolbox: https://algoadvantage.io Contents: 00:00 Introduction and Setup 02:02 Martyn's Trading Journey 12:07 Transition to Algorithmic Trading 20:02 Common Pitfalls in Trading 30:11 Developing Robust Trading Strategies 31:55 Understanding Parameter Optimization and Performance Metrics 39:43 The Impact of Economic News on Trading Strategies 44:38 Identifying the True Edge of Trading Strategies 52:05 Noise Reduction Techniques in Algorithmic Trading 01:01:49 Research Phase vs. Optimization in Trading Strategies 01:07:33 Reassessing Trading Strategies 01:08:00 The Importance of Statistical Significance 01:09:00 Understanding Sample Size in Trading 01:10:00 Methodology for Backtesting Strategies 01:11:59 The Role of Edge in Trading…

People in this episode

Host: The Algorithmic Advantage

Guest: Martyn Tinsley

Topics covered

• trading strategies
• algorithmic trading
• over-fitting
• performance metrics
• statistical significance

Keywords

• trading strategies
• algorithmic trading
• over-fitting
• performance metrics
• economic news
• backtesting
• sample size

Sponsors

Algo Advantage

Mentioned in this episode

Organizations: Algo Advantage

Products: Opt My Strategy

Books & works: Walk Forward Correlation A Diagnostic for Over-Fitting and Structural Edge in Trading Strategy Optimisation

More episodes of The Algorithmic Advantage

• 053 - Martyn Tinsley - 2 of 2 - Walk Forward Correlation: A New Tool for Robust Strategy Design! · May 26, 2026 · 1h 0m
• 051 - Samir Varma - Classify Risk Don't Chase Alpha · April 14, 2026 · 1h 3m
• 050 – Samir Varma - When Academic Finance Theory Fails · April 6, 2026 · 1h 8m
• 049 - David Bush - Build a High-Performance Quant Crypto Portfolio Without Blowing Yourself Up! · March 26, 2026 · 55 min
• 048 - Michael Wallace - Dynamic Position Sizing Like You Haven't Seen Before · March 9, 2026 · 1h 7m
• 047 - Tom Starke - The Basics of Building a Strategy Development Pipeline · December 18, 2025 · 1h 35m