Parsimonious Model Design

Principle

Parsimonious model design emphasizes the selection of the simplest mathematical framework capable of explaining the observed phenomena within cryptocurrency and derivative markets. By minimizing the number of free parameters, analysts reduce the probability of overfitting historical noise in volatile assets. This approach relies on the Occam’s razor heuristic to ensure that trading strategies remain robust across diverse market regimes.