Research method
Robustness testing
Robustness testing is a canonical archive-taxonomy method; this registry entry defines its inputs, output and use boundary.
- Output
- Signal
- Input
- Rule inputs, market state and execution constraints
- Horizon
- The system holding period
- Best use
- Make entry, exit and abstention rules testable as one procedure.
- Input: Rule inputs, market state and execution constraints.
- Output: signal.
- Use boundary: Make entry, exit and abstention rules testable as one procedure.
The graph3
How the method is built, and where it has been read
Depends on
Often reviewed together
Mechanical trading system18 readings
Often reviewed together
Walk-forward analysis24 readings
Often reviewed together
System optimization26 readings
Read in the archive24 of 80 readings
1986Degrees of freedom in trading system optimization1988Walk-forward and neighborhood tests after optimization1988Undisclosed rules block system robustness tests1988Isolate nested formulas before judging signals1988Testing re-optimization calendars against random parameter controls1989Binary search limits on multi-peak average grids1989Known-bias price streams for system evaluation1989Parameter neighborhoods that survive a shift1990Use profit mapping to keep a cycle and stop plateau1990Why popular indicator optimization fails robustness1991Retesting weighted indicator balances across horizons1991Stop bounds versus added system parameters1992Multi-year evaluation of MAE-bounded mechanical rules1992Constructing forecast models with regression, walk-forward, and robustness1992Diagnose regimes before you lock parameters1992When stops change system timing1993Walk-forward halt rules for forecast models1994Walk-forward evaluation of genetic index rules1995Critiquing neural nets as incomplete trading systems1995Input pruning as walk-forward system evaluation1996Rebuild the equity-path ratio before it ranks a designed system1996Parameter grids can fit random walks1996Walk-forward analysis belongs in the design of a mechanical trading system1997When a holdout fails, discard the rule set
This registry entry describes a research method. It is not investment advice and does not make a performance claim.